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Abbott, R;Abbott, TD;Acernese, F;Ackley, K;Adams, C;Adhikari, N;Adhikari, RX;Adya, VB;Affeldt, C;Agarwal, D;Agathos, M;Agatsuma, K;Aggarwal, N;Aguiar, OD;Aiello, L;Ain, A;Ajith, P;Akutsu, T;Albanesi, S;Allocca, A;Altin, PA;Amato, A;Anand, C;Anand, S;Ananyeva, A;Anderson, SB;Anderson, WG;Ando, M;Andrade, T;Andres, N;Angelova, S;Ansoldi, S;Antelis, JM;Antier, S;Appert, S;Arai, Koji;Arai, Koya;Arai, Y;Araki, S;Araya, A;Araya, MC;Areeda, JS;Arene, M;Aritomi, N;Arnaud, N;Aronson, SM;Arun, KG;Asada, H;Asali, Y;Ashton, G;Aso, Y;Assiduo, M;Aston, SM;Astone, P;Aubin, F;Austin, C;Babak, S;Badaracco, F;Bader, MKM;Badger, C;Bae, S;Bae, Y;Baer, AM;Bagnasco, S;Bai, Y;Bailes, M;Baiotti, L;Baird, J;Bajpai, R;Ball, M;Ballardin, G;Ballmer, SW;Balsamo, A;Baltus, G;Banagiri, S;Bankar, D;Barayoga, JC;Barbieri, C;Barish, BC;Barker, D;Barneo, P;Barone, F;Barr, B;Barsotti, L;Barsuglia, M;Barta, D;Bartlett, J;Barton, MA;Bartos, I;Bassiri, R;Basti, A;Bawaj, M;Bayley, JC;Baylor, AC;Bazzan, M;Becsy, B;Bedakihale, VM;Bejger, M;Belahcene, I;Benedetto, V;Beniwal, D;Bennett, TF;Bentley, JD;BenYaala, M;Bergamin, F;Berger, BK;Bernuzzi, S;Bersanetti, D;Bertolini, A;Betzwieser, J;Beveridge, D;Bhandare, R;Bhardwaj, U;Bhattacharjee, D;Bhaumik, S;Bilenko, IA;Billingsley, G;Bini, S;Birney, R;Birnholtz, O;Biscans, S;Bischi, M;Biscoveanu, S;Bisht, A;Biswas, B;Bitossi, M;Bizouard, M-A;Blackburn, JK;Blair, CD;Blair, DG;Blair, RM;Bobba, F;Bode, N;Boer, M;Bogaert, G;Boldrini, M;Bonavena, LD;Bondu, F;Bonilla, E;Bonnand, R;Booker, P;Boom, BA;Bork, R;Boschi, V;Bose, N;Bose, S;Bossilkov, V;Boudart, V;Bouffanais, Y;Bozzi, A;Bradaschia, C;Brady, PR;Bramley, A;Branch, A;Branchesi, M;Brau, JE;Breschi, M;Briant, T;Briggs, JH;Brillet, A;Brinkmann, M;Brockill, P;Brooks, AF;Brooks, J;Brown, DD;Brunett, S;Bruno, G;Bruntz, R;Bryant, J;Bulik, T;Bulten, HJ;Buonanno, A;Buscicchio, R;Buskulic, D;Buy, C;Byer, RL;Cadonati, L;Cagnoli, G;Cahillane, C;Calderon Bustillo, J;Callaghan, JD;Callister, TA;Calloni, E;Cameron, J;Camp, JB;Canepa, M;Canevarolo, S;Cannavacciuolo, M;Cannon, KC;Cao, H;Cao, Z;Capocasa, E;Capote, E;Carapella, G;Carbognani, F;Carlin, JB;Carney, MF;Carpinelli, M;Carrillo, G;Carullo, G;Carver, TL;Diaz, J Casanueva;Casentini, C;Castaldi, G;Caudill, S;Cavaglia, M;Cavalier, F;Cavalieri, R;Ceasar, M;Cella, G;Cerda-Duran, P;Cesarini, E;Chaibi, W;Chakravarti, K;Subrahmanya, S Chalathadka;Champion, E;Chan, C-H;Chan, C;Chan, CL;Chan, K;Chan, M;Chandra, K;Chanial, P;Chao, S;Charlton, P;Chase, EA;Chassande-Mottin, E;Chatterjee, C;Chatterjee, Debarati;Chatterjee, Deep;Chaturvedi, M;Chaty, S;Chen, C;Chen, HY;Chen, J;Chen, K;Chen, X;Chen, Y-B;Chen, Y-R;Chen, Z;Cheng, H;Cheong, CK;Cheung, HY;Chia, HY;Chiadini, F;Chiang, C-Y;Chiarini, G;Chierici, R;Chincarini, A;Chiofalo, ML;Chiummo, A;Cho, G;Cho, HS;Choudhary, RK;Choudhary, S;Christensen, N;Chu, H;Chu, Q;Chu, Y-K;Chua, S;Chung, KW;Ciani, G;Ciecielag, P;Cifaldi, M;Ciobanu, AA;Ciolfi, R;Cipriano, F;Cirone, A;Clara, F;Clark, EN;Clark, JA;Clarke, L;Clearwater, P;Clesse, S;Cleva, F;Coccia, E;Codazzo, E;Cohadon, P-F;Cohen, DE;Cohen, L;Colleoni, M;Collette, CG;Colombo, A;Colpi, M;Compton, CM;Constancio, M;Conti, L;Cooper, SJ;Corban, P;Corbitt, TR;Cordero-Carrion, I;Corezzi, S;Corley, KR;Cornish, N;Corre, D;Corsi, A;Cortese, S;Costa, CA;Cotesta, R;Coughlin, MW;Coulon, J-P;Countryman, ST;Cousins, B;Couvares, P;Coward, DM;Cowart, MJ;Coyne, DC;Coyne, R;Creighton, JDE;Creighton, TD;Criswell, AW;Croquette, M;Crowder, SG;Cudell, JR;Cullen, TJ;Cumming, A;Cummings, R;Cunningham, L;Cuoco, E;Dabadie, P;Dal Canton, T;Dall'Osso, S;Dalya, G;Dana, A;DaneshgaranBajastani, LM;Danilishin, S;Danzmann, K;Darsow-Fromm, C;Dasgupta, A;Datrier, LEH;Datta, S;Dattilo, V;Dave, I;Davier, M;Davies, GS;Davis, D;Davis, MC;Daw, EJ;Dean, R;DeBra, D;Deenadayalan, M;Degallaix, J;De Laurentis, M;Deleglise, S;Del Favero, V;De Lillo, F;De Lillo, N;Del Pozzo, W;DeMarchi, LM;De Matteis, F;Demos, N;Dent, T;Depasse, A;De Pietri, R;De Rosa, R;De Rossi, C;DeSalvo, R;De Simone, R;Dhurandhar, S;Diaz, MC;Diaz-Ortiz, M;Didio, NA;Dietrich, T;Di Fiore, L;Di Fronzo, C;Di Giorgio, C;Di Giovanni, F;Di Giovanni, M;Di Girolamo, T;Di Lieto, A;Ding, B;Di Pace, S;Di Palma, I;Di Renzo, F;Divakarla, AK;Dmitriev, A;Doctor, Z;Donovan, F;Dooley, KL;Doravari, S;Dorrington, I;Drago, M;Driggers, JC;Drori, Y;Ducoin, J-G;Dupej, P;Durante, O;Duverne, P-A;Dwyer, SE;Eassa, C;Easter, PJ;Ebersold, M;Eckhardt, T;Eddolls, G;Edelman, B;Edo, TB;Edy, O;Effler, A;Eguchi, S;Eichholz, J;Eikenberry, SS;Eisenmann, M;Eisenstein, RA;Ejlli, A;Engelby, E;Enomoto, Y;Errico, L;Essick, RC;Estelles, H;Estevez, D;Etienne, Z;Etzel, T;Evans, M;Evans, TM;Ewing, BE;Fafone, V;Fair, H;Fairhurst, S;Farah, AM;Farinon, S;Farr, B;Farr, WM;Farrow, NW;Fauchon-Jones, EJ;Favaro, G;Favata, M;Fays, M;Fazio, M;Feicht, J;Fejer, MM;Fenyvesi, E;Ferguson, DL;Fernandez-Galiana, A;Ferrante, I;Ferreira, TA;Fidecaro, F;Figura, P;Fiori, I;Fishbach, M;Fisher, RP;Fittipaldi, R;Fiumara, V;Flaminio, R;Floden, E;Fong, H;Font, JA;Fornal, B;Forsyth, PWF;Franke, A;Frasca, S;Frasconi, F;Frederick, C;Freed, JP;Frei, Z;Freise, A;Frey, R;Fritschel, P;Frolov, VV;Fronze, GG;Fujii, Y;Fujikawa, Y;f*ckunaga, M;f*ckushima, M;Fulda, P;Fyffe, M;Gabbard, HA;Gadre, BU;Gair, JR;Gais, J;Galaudage, S;Gamba, R;Ganapathy, D;Ganguly, A;Gao, D;Gaonkar, SG;Garaventa, B;Garcia-Nunez, C;Garcia-Quiros, C;Garufi, F;Gateley, B;Gaudio, S;Gayathri, V;Ge, G-G;Gemme, G;Gennai, A;George, J;Gerberding, O;Gergely, L;Gewecke, P;Ghonge, S;Ghosh, Abhirup;Ghosh, Archisman;Ghosh, Shaon;Ghosh, Shrobana;Giacomazzo, B;Giacoppo, L;Giaime, JA;Giardina, KD;Gibson, DR;Gier, C;Giesler, M;Giri, P;Gissi, F;Glanzer, J;Gleckl, AE;Godwin, P;Goetz, E;Goetz, R;Gohlke, N;Goncharov, B;Gonzalez, G;Gopakumar, A;Gosselin, M;Gouaty, R;Gould, DW;Grace, B;Grado, A;Granata, M;Granata, V;Grant, A;Gras, S;Grassia, P;Gray, C;Gray, R;Greco, G;Green, AC;Green, R;Gretarsson, AM;Gretarsson, EM;Griffith, D;Griffiths, W;Griggs, HL;Grignani, G;Grimaldi, A;Grimm, SJ;Grote, H;Grunewald, S;Gruning, P;Guerra, D;Guidi, GM;Guimaraes, AR;Guixe, G;Gulati, HK;Guo, H-K;Guo, Y;Gupta, Anchal;Gupta, Anuradha;Gupta, P;Gustafson, EK;Gustafson, R;Guzman, F;Ha, S;Haegel, L;Hagiwara, A;Haino, S;Halim, O;Hall, ED;Hamilton, EZ;Hammond, G;Han, W-B;Haney, M;Hanks, J;Hanna, C;Hannam, MD;Hannuksela, O;Hansen, H;Hansen, TJ;Hanson, J;Harder, T;Hardwick, T;Haris, K;Harms, J;Harry, GM;Harry, IW;Hartwig, D;Hasegawa, K;Haskell, B;Hasskew, RK;Haster, C-J;Hattori, K;Haughian, K;Hayakawa, H;Hayama, K;Hayes, FJ;Healy, J;Heidmann, A;Heidt, A;Heintze, MC;Heinze, J;Heinzel, J;Heitmann, H;Hellman, F;Hello, P;Helmling-Cornell, AF;Hemming, G;Hendry, M;Heng, IS;Hennes, E;Hennig, J;Hennig, MH;Hernandez, AG;Vivanco, F Hernandez;Heurs, M;Hild, S;Hill, P;Himemoto, Y;Hines, AS;Hiranuma, Y;Hirata, N;Hirose, E;Ho, WCG;Hochheim, S;Hofman, D;Hohmann, JN;Holcomb, DG;Holland, NA;Hollows, IJ;Holmes, ZJ;Holt, K;Holz, DE;Hong, Z;Hopkins, P;Hough, J;Hourihane, S;Howell, EJ;Hoy, CG;Hoyland, D;Hreibi, A;Hsieh, B-H;Hsu, Y;Huang, G-Z;Huang, H-Y;Huang, P;Huang, Y-C;Huang, Y-J;Huang, Y;Hubner, MT;Huddart, AD;Hughey, B;Hui, DCY;Hui, V;Husa, S;Huttner, SH;Huxford, R;Huynh-Dinh, T;Ide, S;Idzkowski, B;Iess, A;Ikenoue, B;Imam, S;Inayoshi, K;Ingram, C;Inoue, Y;Ioka, K;Isi, M;Isleif, K;Ito, K;Itoh, Y;Iyer, BR;Izumi, K;JaberianHamedan, V;Jacqmin, T;Jadhav, SJ;Jadhav, SP;James, AL;Jan, AZ;Jani, K;Janquart, J;Janssens, K;Janthalur, NN;Jaranowski, P;Jariwala, D;Jaume, R;Jenkins, AC;Jenner, K;Jeon, C;Jeunon, M;Jia, W;Jin, H-B;Johns, GR;Jones, AW;Jones, D;Jones, JD;Jones, P;Jones, R;Jonker, RJG;Ju, L;Jung, P;Jung, K;Junker, J;Juste, V;Kaihotsu, K;Kajita, T;Kakizaki, M;Kalaghatgi, C;Kalogera, V;Kamai, B;Kamiizumi, M;Kanda, N;Kandhasamy, S;Kang, G;Kanner, JB;Kao, Y;Kapadia, SJ;Kapasi, DP;Karat, S;Karathanasis, C;Karki, S;Kashyap, R;Kasprzack, M;Kastaun, W;Katsanevas, S;Katsavounidis, E;Katzman, W;Kaur, T;Kawabe, K;Kawaguchi, K;Kawai, N;Kawasaki, T;Kefelian, F;Keitel, D;Key, JS;Khadka, S;Khalili, FY;Khan, S;Khazanov, EA;Khetan, N;Khursheed, M;Kijbunchoo, N;Kim, C;Kim, JC;Kim, J;Kim, K;Kim, WS;Kim, Y-M;Kimball, C;Kimura, N;Kinley-Hanlon, M;Kirchhoff, R;Kissel, JS;Kita, N;Kitazawa, H;Kleybolte, L;Klimenko, S;Knee, AM;Knowles, TD;Knyazev, E;Koch, P;Koekoek, G;Kojima, Y;Kokeyama, K;Koley, S;Kolitsidou, P;Kolstein, M;Komori, K;Kondrashov, V;Kong, AKH;Kontos, A;Koper, N;Korobko, M;Kotake, K;Kovalam, M;Kozak, DB;Kozakai, C;Kozu, R;Kringel, V;Krishnendu, N;Krolak, A;Kuehn, G;Kuei, F;Kuijer, P;Kumar, A;Kumar, P;Kumar, Rahul;Kumar, Rakesh;Kume, J;Kuns, K;Kuo, C;Kuo, H-S;Kuromiya, Y;Kuroyanagi, S;Kusayanagi, K;Kuwahara, S;Kwak, K;Lagabbe, P;Laghi, D;Lalande, E;Lam, TL;Lamberts, A;Landry, M;Lane, BB;Lang, RN;Lange, J;Lantz, B;La Rosa, I;Lartaux-Vollard, A;Lasky, PD;Laxen, M;Lazzarini, A;Lazzaro, C;Leaci, P;Leavey, S;Lecoeuche, YK;Lee, HK;Lee, HM;Lee, HW;Lee, J;Lee, K;Lee, R;Lehmann, J;Lemaitre, A;Leonardi, M;Leroy, N;Letendre, N;Levesque, C;Levin, Y;Leviton, JN;Leyde, K;Li, AKY;Li, B;Li, J;Li, KL;Li, TGF;Li, X;Lin, C-Y;Lin, F-K;Lin, F-L;Lin, HL;Lin, LC-C;Linde, F;Linker, SD;Linley, JN;Littenberg, TB;Liu, GC;Liu, J;Liu, K;Liu, X;Llamas, F;Llorens-Monteagudo, M;Lo, RKL;Lockwood, A;London, LT;Longo, A;Lopez, D;Portilla, M Lopez;Lorenzini, M;Loriette, V;Lormand, M;Losurdo, G;Lott, TP;Lough, JD;Lousto, CO;Lovelace, G;Lucaccioni, JF;Luck, H;Lumaca, D;Lundgren, AP;Luo, L-W;Lynam, JE;Macas, R;MacInnis, M;Macleod, DM;MacMillan, IAO;Macquet, A;Hernandez, I Magana;Magazzu, C;Magee, RM;Maggiore, R;Magnozzi, M;Mahesh, S;Majorana, E;Makarem, C;Maksimovic, I;Maliakal, S;Malik, A;Man, N;Mandic, V;Mangano, V;Mango, JL;Mansell, GL;Manske, M;Mantovani, M;Mapelli, M;Marchesoni, F;Marchio, M;Marion, F;Mark, Z;Marka, S;Marka, Z;Markakis, C;Markosyan, AS;Markowitz, A;Maros, E;Marquina, A;Marsat, S;Martelli, F;Martin, IW;Martin, RM;Martinez, M;Martinez, VA;Martinez, V;Martinovic, K;Martynov, D;Marx, EJ;Masalehdan, H;Mason, K;Massera, E;Masserot, A;Massinger, TJ;Masso-Reid, M;Mastrogiovanni, S;Matas, A;Mateu-Lucena, M;Matichard, F;Matiushechkina, M;Mavalvala, N;McCann, JJ;McCarthy, R;McClelland, DE;McClincy, PK;McCormick, S;McCuller, L;McGhee, G;McGuire, SC;McIsaac, C;McIver, J;McRae, T;McWilliams, ST;Meacher, D;Mehmet, M;Mehta, AK;Meijer, Q;Melatos, A;Melchor, DA;Mendell, G;Menendez-Vazquez, A;Menoni, CS;Mercer, RA;Mereni, L;Merfeld, K;Merilh, EL;Merritt, JD;Merzougui, M;Meshkov, S;Messenger, C;Messick, C;Meyers, PM;Meylahn, F;Mhaske, A;Miani, A;Miao, H;Michaloliakos, I;Michel, C;Michimura, Y;Middleton, H;Milano, L;Miller, AL;Miller, A;Miller, B;Millhouse, M;Mills, JC;Milotti, E;Minazzoli, O;Minenkov, Y;Mio, N;Mir, Ll M;Miravet-Tenes, M;Mishra, C;Mishra, T;Mistry, T;Mitra, S;Mitrofanov, VP;Mitselmakher, G;Mittleman, R;Miyakawa, O;Miyamoto, A;Miyazaki, Y;Miyo, K;Miyoki, S;Mo, Geoffrey;Modafferi, LM;Moguel, E;Mogushi, K;Mohapatra, SRP;Mohite, SR;Molina, I;Molina-Ruiz, M;Mondin, M;Montani, M;Moore, CJ;Moragues, J;Moraru, D;Morawski, F;More, A;Moreno, C;Moreno, G;Mori, Y;Morisaki, S;Moriwaki, Y;Mours, B;Mow-Lowry, CM;Mozzon, S;Muciaccia, F;Mukherjee, Arunava;Mukherjee, D;Mukherjee, Soma;Mukherjee, Subroto;Mukherjee, Suvodip;Mukund, N;Mullavey, A;Munch, J;Muniz, EA;Murray, PG;Musenich, R;Muusse, S;Nadji, SL;Nagano, K;Nagano, S;Nagar, A;Nakamura, K;Nakano, H;Nakano, M;Nakashima, R;Nakayama, Y;Napolano, V;Nardecchia, I;Narikawa, T;Naticchioni, L;Nayak, B;Nayak, RK;Negishi, R;Neil, BF;Neilson, J;Nelemans, G;Nelson, TJN;Nery, M;Neubauer, P;Neunzert, A;Ng, KY;Ng, SWS;Nguyen, C;Nguyen, P;Nguyen, T;Quynh, L Nguyen;Ni, W-T;Nichols, SA;Nishizawa, A;Nissanke, S;Nitoglia, E;Nocera, F;Norman, M;North, C;Nozaki, S;Nuttall, LK;Oberling, J;Obuchi, Y;Oelker, E;Ogaki, W;Oganesyan, G;Oh, JJ;Oh, K;Oh, SH;Ohashi, M;Ohishi, N;Ohkawa, M;Ohme, F;Ohta, H;Okada, MA;Okutani, Y;Okutomi, K;Olivetto, C;Oohara, K;Ooi, C;Oram, R;Ormiston, RG;Ormsby, ND;Ortega, LF;Oshino, S;Ossokine, S;Osthelder, C;Otabe, S;Ottaway, DJ;Overmier, H;Pace, AE;Pagano, G;Page, MA;Pagliaroli, G;Pai, A;Pai, SA;Palamos, JR;Palashov, O;Palomba, C;Pan, H;Pan, K;Panda, PK;Pang, H;Pang, PTH;Pankow, C;Pannarale, F;Pant, BC;Panther, FH;Paoletti, F;Paoli, A;Paolone, A;Parisi, A;Park, H;Park, J;Parker, W;Pascucci, D;Pasqualetti, A;Passaquieti, R;Passuello, D;Patel, M;Pathak, M;Patricelli, B;Patron, AS;Patrone, S;Paul, S;Payne, E;Pedraza, M;Pegoraro, M;Pele, A;Arellano, FE Pena;Penn, S;Perego, A;Pereira, A;Pereira, T;Perez, CJ;Perigois, C;Perkins, CC;Perreca, A;Perries, S;Petermann, J;Petterson, D;Pfeiffer, HP;Pham, KA;phu*kon, KS;Piccinni, OJ;Pichot, M;Piendibene, M;Piergiovanni, F;Pierini, L;Pierro, V;Pillant, G;Pillas, M;Pilo, F;Pinard, L;Pinto, IM;Pinto, M;Piotrzkowski, K;Pirello, M;Pitkin, MD;Placidi, E;Planas, L;Plastino, W;Pluchar, C;Poggiani, R;Polini, E;Pong, DYT;Ponrathnam, S;Popolizio, P;Porter, EK;Poulton, R;Powell, J;Pracchia, M;Pradier, T;Prajapati, AK;Prasai, K;Prasanna, R;Pratten, G;Principe, M;Prodi, GA;Prokhorov, L;Prosposito, P;Prudenzi, L;Puecher, A;Punturo, M;Puosi, F;Puppo, P;Purrer, M;Qi, H;Quetschke, V;Quitzow-James, R;Raab, FJ;Raaijmakers, G;Radkins, H;Radulesco, N;Raffai, P;Rail, SX;Raja, S;Rajan, C;Ramirez, KE;Ramirez, TD;Ramos-Buades, A;Rana, J;Rapagnani, P;Rapol, UD;Ray, A;Raymond, V;Raza, N;Razzano, M;Read, J;Rees, LA;Regimbau, T;Rei, L;Reid, S;Reid, SW;Reitze, DH;Relton, P;Renzini, A;Rettegno, P;Rezac, M;Ricci, F;Richards, D;Richardson, JW;Richardson, L;Riemenschneider, G;Riles, K;Rinaldi, S;Rink, K;Rizzo, M;Robertson, NA;Robie, R;Robinet, F;Rocchi, A;Rodriguez, S;Rolland, L;Rollins, JG;Romanelli, M;Romano, R;Romel, CL;Romero-Rodriguez, A;Romero-Shaw, IM;Romie, JH;Ronchini, S;Rosa, L;Rose, CA;Ross, MP;Rowan, S;Rowlinson, SJ;Roy, S;Roy, Santosh;Roy, Soumen;Rozza, D;Ruggi, P;Ryan, K;Sachdev, S;Sadecki, T;Sadiq, J;Sago, N;Saito, S;Saito, Y;Sakai, K;Sakai, Y;Sakellariadou, M;Sakuno, Y;Salafia, OS;Salconi, L;Saleem, M;Salemi, F;Samajdar, A;Sanchez, EJ;Sanchez, JH;Sanchez, LE;Sanchis-Gual, N;Sanders, JR;Sanuy, A;Saravanan, TR;Sarin, N;Sassolas, B;Satari, H;Sato, S;Sato, T;Sauter, O;Savage, RL;Sawada, T;Sawant, D;Sawant, HL;Sayah, S;Schaetzl, D;Scheel, M;Scheuer, J;Schiworski, M;Schmidt, P;Schmidt, S;Schnabel, R;Schneewind, M;Schofield, RMS;Schonbeck, A;Schulte, BW;Schutz, BF;Schwartz, E;Scott, J;Scott, SM;Seglar-Arroyo, M;Sekiguchi, T;Sekiguchi, Y;Sellers, D;Sengupta, AS;Sentenac, D;Seo, EG;Sequino, V;Sergeev, A;Setyawati, Y;Shaffer, T;Shahriar, MS;Shams, B;Shao, L;Sharma, A;Sharma, P;Shawhan, P;Shcheblanov, NS;Shibagaki, S;Shikauchi, M;Shimizu, R;Shimoda, T;Shimode, K;Shinkai, H;Shishido, T;Shoda, A;Shoemaker, DH;Shoemaker, DM;ShyamSundar, S;Sieniawska, M;Sigg, D;Singer, LP;Singh, D;Singh, N;Singha, A;Sintes, AM;Sipala, V;Skliris, V;Slagmolen, BJJ;Slaven-Blair, TJ;Smetana, J;Smith, JR;Smith, RJE;Soldateschi, J;Somala, SN;Somiya, K;Son, EJ;Soni, K;Soni, S;Sordini, V;Sorrentino, F;Sorrentino, N;Sotani, H;Soulard, R;Souradeep, T;Sowell, E;Spagnuolo, V;Spencer, AP;Spera, M;Srinivasan, R;Srivastava, AK;Srivastava, 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Search for continuous gravitational waves from 20 accreting millisecond x-ray pulsars in O3 LIGO data. Physical Review D; 2022; Vol. 105; iss. 2; pp.LIRIAS3692928
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All-sky search for long-duration gravitational-wave bursts in the third Advanced LIGO and Advanced Virgo run. Physical Review D; 2021; Vol. 104; iss. 10; pp. keyboard_arrow_downLIRIAS3638675
description
After the detection of gravitational waves from compact binary coalescences, the search for transient gravitational-wave signals with less well-defined waveforms for which matched filtering is not well suited is one of the frontiers for gravitational-wave astronomy. Broadly classified into "short" ≲1 s and "long" ≳1 s duration signals, these signals are expected from a variety of astrophysical processes, including non-axisymmetric deformations in magnetars or eccentric binary black hole coalescences. In this work, we present a search for long-duration gravitational-wave transients from Advanced LIGO and Advanced Virgo's third observing run from April 2019 to March 2020. For this search, we use minimal assumptions for the sky location, event time, waveform morphology, and duration of the source. The search covers the range of 2-500 s in duration and a frequency band of 24-2048 Hz. We find no significant triggers within this parameter space; we report sensitivity limits on the signal strength of gravitational waves characterized by the root-sum-square amplitude h< /SUB>rss< //SUB> as a function of waveform morphology. These h< /SUB>rss< //SUB> limits improve upon the results from the second observing run by an average factor of 1.8.
Publisher: American Physical Society
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description
Publisher: EDP Sciences
Published - Abbott, R;Abbott, TD;Acernese, F;Ackley, K;Adams, C;Adhikari, N;Adhikari, RX;Adya, VB;Affeldt, C;Agarwal, D;Agathos, M;Agatsuma, K;Aggarwal, N;Aguiar, OD;Aiello, L;Ain, A;Ajith, P;Akutsu, T;Albanesi, S;Allocca, A;Altin, PA;Amato, A;Anand, C;Anand, S;Ananyeva, A;Anderson, SB;Anderson, WG;Ando, M;Andrade, T;Andres, N;Angelova, S;Ansoldi, S;Antelis, JM;Antier, S;Appert, S;Arai, Koji;Arai, Koya;Arai, Y;Araki, S;Araya, A;Araya, MC;Areeda, JS;Arene, M;Aritomi, N;Arnaud, N;Aronson, SM;Arun, KG;Asada, H;Asali, Y;Ashton, G;Aso, Y;Assiduo, M;Aston, SM;Astone, P;Aubin, F;Austin, C;Babak, S;Badaracco, F;Bader, MKM;Badger, C;Bae, S;Bae, Y;Baer, AM;Bagnasco, S;Bai, Y;Baiotti, L;Baird, J;Bajpai, R;Ball, M;Ballardin, G;Ballmer, SW;Balsamo, A;Baltus, G;Banagiri, S;Bankar, D;Barayoga, JC;Barbieri, C;Barish, BC;Barker, D;Barneo, P;Barone, F;Barr, B;Barsotti, L;Barsuglia, M;Barta, D;Bartlett, J;Barton, MA;Bartos, I;Bassiri, R;Basti, A;Bawaj, M;Bayley, JC;Baylor, AC;Bazzan, M;Becsy, 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LIRIAS4137942
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Brown, Peter;Tan, Aik-Choon;El-Esawi, Mohamed A;Liehr, Thomas;Blanck, Oliver;Gladue, Douglas P;Almeida, Gabriel MF;Cernava, Tomislav;Sorzano, Carlos O;Yeung, Andy WK;Engel, Michael S;Chandrasekaran, Arun Richard;Muth, Thilo;Staege, Martin S;Daulatabad, Swapna V;Widera, Darius;Zhang, Junpeng;Meule, Adrian;Honjo, Ken;Pourret, Olivier;Yin, Cong-Cong;Zhang, Zhongheng;Cascella, Marco;Flegel, Willy A;Goodyear, Carl S;van Raaij, Mark J;Bukowy-Bieryllo, Zuzanna;Campana, Luca G;Kurniawan, Nicholas A;Lalaouna, David;Huttner, Felix J;Ammerman, Brooke A;Ehret, Felix;Cobine, Paul A;Tan, Ene-Choo;Han, Hyemin;Xia, Wenfeng;McCrum, Christopher;Dings, Ruud PM;Marinello, Francesco;Nilsson, Henrik;Nixon, Brett;Voskarides, Konstantinos;Yang, Long;Costa, Vincent D;Bengtsson-Palme, Johan;Bradshaw, William;Grimm, Dominik G;Kumar, Nitin;Martis, Elvis;Prieto, Daniel;Sabnis, Sandeep C;Amer, Said EDR;Liew, Alan WC;Perco, Paul;Rahimi, Farid;Riva, Giuseppe;Zhang, Chongxing;Devkota, Hari P;Ogami, Koichi;Basharat, 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Dee;Delahay, Robin M;Ducommun, Bernard;Duijf, Pascal HG;Epp, Trevor;Eskelinen, Eeva-Liisa;Fallah, Mazyar;Farber, Debora B;Fernandez-Triana, Jose;Feyerabend, Frank;Florio, Tullio;Friebe, Michael;Furuta, Saori;Gabrielsen, Mads;Gruber, Jens;Grybos, Malgorzata;Han, Qian;Heinrich, Michael;Helantera, Heikki;Huber, Michael;Jeltsch, Albert;Jiang, Fan;Josse, Claire;Jurman, Giuseppe;Kamiya, Haruyuki;de Keersmaecker, Kim;Kristiansson, Erik;de Leeuw, Frank-Erik;Li, Jiuyong;Liang, Shide;Lopez-Escamez, Jose A;Lopez-Ruiz, Francisco J;Marchbank, Kevin J;Marschalek, Rolf;Martin, Carmen S;Miele, Adriana E;Montagutelli, Xavier;Morcillo, Esteban;Nicoletti, Rosario;Niehof, Monika;O'Toole, Ronan;Ohtomo, Toshihiko;Oster, Henrik;Palma, Jose-Alberto;Paterson, Russell;Peifer, Mark;Portilla, Maribel;Portillo, MC;Pritchard, Antonia L;Pusch, Stefan;Raghava, Gajendra PS;Roberts, Nicola J;Ross, Kehinde;Schuele, Birgitt;Sergeant, Kjell;Shen, Jun;Stella, Alessandro;Sukocheva, Olga;Uversky, Vladimir N;Vanneste, Sven;Villet, Martin H;Viveiros, Miguel;Vorholt, Julia A;Weinstock, Christof;Yamato, Masayuki;Zabetakis, Ioannis;Zhao, Xin;Ziegler, Andreas;Aizat, Wan M;Atlas, Lauren;Bridges, Kristina M;Chakraborty, Sayan;Deschodt, Mieke;Domingues, Helena S;Esfahlani, Shabnam S;Falk, Sebastian;Guisado, JL;Kane, Nolan C;Kueberuwa, Gray;Lau, Colleen L;Liang, Dai;Liu, Enwu;Luu, Andreas M;Ma, Chuang;Ma, Lisong;Moyer, Robert;Norris, Adam D;Panthee, Suresh;Parsons, Jerod R;Peng, Yousong;Pinto, Ines Mendes;Reschke, Cristina R;Sillanpaa, Elina;Stewart, Christopher J;Uhle, Florian;Yang, Hui;Zhou, Kai;Zhu, Shu;Ashry, Mohamed;Bergsland, Niels;Berthold, Maximilian;Chen, Chang-Er;Colella, Vito;Cuypers, Maarten;Eskew, Evan A;Fan, Xiao;Gajda, Maksymilian;Gonzalezlez-Prendes, Rayner;Goodin, Amie;Graham, Emily B;Groen, Ewout JN;Gutierrez-Sacristan, Alba;Habes, Mohamad;Heffler, Enrico;Higginbottom, Daniel B;Janzen, Thijs;Jayaraman, Jayakumar;Jibb, Lindsay A;Jongen, Stefan;Kinyanjui, Timothy;Koleva-Kolarova, Rositsa G;Li, Zhixiu;Liu, Yu-Peng;Lund, Bjarte A;Lussier, Alexandre A;Ma, Liping;Mier, Pablo;Moore, Matthew D;Nagler, Katja;Orme, Mark W;Pearson, James A;Prajapati, Anilkumar S;Saito, Yu;Troder, Simon E;Uchendu, Florence;Verloh, Niklas;Voutchkova, Denitza D;Abu-Zaid, Ahmed;Bakkach, Joaira;Baumert, Philipp;Dono, Marcos;Hanson, Jack;Herbelet, Sandrine;Hobbs, Emma;Kulkarni, Ameya;Kumar, Narendra;Liu, Siqi;Loft, Nikolai D;Reddan, Tristan;Senghore, Thomas;Vindin, Howard;Xu, Haotian;Bannon, Ross;Chen, Branson;Cheung, Johnny TK;Cooper, Jeffrey;Esnakul, Ashwini K;Feghali, Karine A;Ghelardi, Emilia;Gnasso, Agostino;Horbar, Jeffrey;Lai, Hei M;Li, Jian;Ma, Lan;Ma, Ruiyan;Pan, Zihang;Peres, Marco A;Pranata, Raymond;Seow, Esmond;Sydes, Matthew;Testoni, Ines;Westermair, Anna L;Yang, Yongliang;Afnan, Masoud;Albiol, Joan;Albuquerque, Lucia G;Amiya, Eisuke;Amorim, Rogerio M;An, Qianli;Andersen, Stig U;Aplin, John D;Argyropoulos, Christos;Asmann, Yan W;Assaeed, Abdulaziz M;Atanasov, Atanas G;Atchison, David A;Avery, Simon V;Avillach, Paul;Baade, Peter D;Backman, Lars;Badie, Christophe;Baldi, Alfonso;Ball, Elizabeth;Bardot, Olivier;Barnett, Adrian G;Basner, Mathias;Batra, Jyotsna;Bazanova, OM;Beale, Andrew;Beddoe, Travis;Bell, Melanie L;Berezikov, Eugene;Berners-Price, Sue;Bernhardt, Peter;Berry, Edward;Bessa, Theolis B;Billington, Craig;Birch, John;Blakely, Randy D;Blaskovich, Mark AT;Blum, Robert;Boelaert, Marleen;Bogdanos, Dimitrios;Bosch, Carles;Bourgoin, Thierry;Bouvard, Daniel;Boykin, Laura M;Bradley, Graeme;Braun, Daniel;Brownlie, Jeremy;Bruhl, Albert;Burt, Austin;Butler, Lisa M;Byrareddy, Siddappa N;Byrne, Hugh J;Cabantous, Stephanie;Calatayud, Sara;Candal, Eva;Carlson, Kimberly;Casillas, Sonia;Castelvetro, Valter;Caswell, Patrick T;Cavalli, Giacomo;Cerovsky, Vaclav;Chagoyen, Monica;Chen, Chang-Shi;Chen, Dong F;Chen, Hao;Chen, Hui;Chen, Jui-Tung;Chen, Yinglong;Cheng, Changxiu;Cheng, Jianlin;Chinapaw, Mai;Chinopoulos, Christos;Cho, William CS;Chong, Lillian;Chowdhury, Debashish;Chwalibog, Andre;Ciresi, A;co*ckcroft, Shamshad;Conesa, Ana;Cook, Penny A;Cooper, David N;Coqueret, Olivier;Corea, Enoka M;Costa, Elisio;Coupland, Carol;Crawford, Stephanie Y;Cruz, Aparecido D;Cui, Huijuan;Cui, Qiang;Culver, David C;D'Angiulli, Amedeo;Dahms, Tanya ES;Daigle, France;Dalgleish, Raymond;Danielsen, Havard E;Darras, Sebastien;Davidson, Sean M;Day, David A;Degirmenci, Volkan;Demaison, Luc;Devriendt, Koenraad;Ding, Jiandong;Dogan, Yunus;Dong, XC;Donner, Claudio F;Dressick, Walter;Drevon, Christian A;Duan, Huiling;Ducho, Christian;Dumaz, Nicolas;Dwarakanath, Bilikere S;Ebell, Mark H;Eisenhardt, Steffen;Elkum, Naser;Engel, Nadja;Erickson, Timothy B;Fairhead, Michael;Faville, Marty J;Fejzo, Marlena S;Festa, Fernanda;Feteira, Antonio;Flood-Page, Patrick;Forsayeth, John;Fox, Simon A;Franks, Steven J;Frentiu, Francesca D;Frilander, Mikko J;Fu, Xinmiao;Fujita, Satoshi;Galea, Ian;Galluzzi, Luca;Gani, Federica;Ganpule, Arvind P;Garcia-Alix, Antonio;Gedye, Kristene;Giordano, Maurizio;Giunta, Cecilia;Gleeson, Paul A;Goarant, Cyrille;Gong, Haipeng;Gora, Diop;Gough, Michael J;Goyal, Ravinder;Graham, Kathryn E;Grande-Perez, Ana;Graves, Patricia M;Greidanus, Harm;Grice, Darren;Grunau, Christoph;Gumulya, Yosephine;Guo, Yabin;Gurevich, Vsevolod V;Gusev, Oleg;Hacker, Elke;Hage, Steffen R;Hagen, Guy;Hahn, Steven;Haller, Dagmar M;Hammerschmidt, Sven;Han, Jianwei;Han, Renzhi;Handfield, Martin;Hapuarachchi, Hapuarachchige C;Harder, Timm;Hardingham, Jennifer E;Heck, Michelle;Heers, Marcel;Hew, Khe F;Higuchi, Yohei;St Hilaire, Cynthia;Hilton, Rachel;Hodzic, Enisa;Hone, Andrew;Hongoh, Yuichi;Hu, Guoku;Huber, Heinz P;Hueso, Luis E;Huirne, Judith;Hurt, Lisa;Idborg, Helena;Ikeo, Kazuho;Ingley, Evan;Jakeman, Philip M;Jensen, Arne;Jia, Hong;Jia, Husen;Jia, Shuqin;Jiang, Jianping;Jiang, Xingyu;Jin, Yi;Jo, Daehyun;Johnson, Andrew M;Johnston, Marie;Jonscher, Karen R;Jorens, Philippe G;Jorgensen, Jens OL;Joubert, Johan W;Jung, Sin-Ho;Junior, Antonio M;Kahan, Thomas;Kamboj, Sunjeev K;Kang, Yong-Kook;Karamanos, Yannis;Karp, Natasha A;Kelly, Ryan;Kenna, Ralph;Kennedy, Jonathan;Kersten, Birgit;Khalaf, Roy A;Khalid, Javaria M;Khatlani, T;Khider, Tarig;Kijanka, Gregor S;King, Sarah RB;Kluz, Tomasz;Knox, Paul;Kobayashi, Tatsuya;Koch, Karl-Wilhelm;Kohonen-Corish, Maija RJ;Kong, Xiangpeng;Konkle-Parker, Deborah;Korpela, Kalevi M;Kostrikis, Leondios G;Kraiczy, Peter;Kratz, Harald;Krause, Gunter;Krebsbach, Paul H;Kristensen, Soren R;Kumari, Prerna;Kunimatsu, Akira;Kurdak, Hatice;Kwon, Young D;Lachat, Carl;Lagisz, Malgorzata;Laky, Brenda;Lammerding, Jan;Lange, Matthias;Larrosa, Mar;Laslett, Andrew L;LeClair, Elizabeth E;Lee, Kyung-Woo;Lee, Ming-Yih;Lee, Moon-Soo;Li, Genyuan;Li, Jiansheng;Lieb, Klaus;Lim, Yau Y;Lindsey, Merry L;Line, Paul-Dag;Liu, Dengcai;Liu, Fengbin;Liu, Haiyan;Liu, Hongde;Lloyd, Vett K;Lo, Te-Wen;Locci, Emanuela;Loidl, Josef;Lorenzen, Johan;Lorkowski, Stefan;Lovell, Nigel H;Lu, Hua;Lu, Wei;Lu, Zhiyong;Luengo, Gustavo S;Lundh, Lars-Gunnar;Lysy, Philippe A;Mabb, Angela;Mack, Heather G;Mackey, David A;Mahdavi, SR;Maher, Pamela;Maher, Toby;Maity, Sankar N;Malgrange, Brigitte;Mamoulakis, Charalampos;Mangoni, Arduino A;Manke, Thomas;Manstead, Antony SR;Mantalaris, Athanasios;Marsal, Jan;Marschall, Hanns-Ulrich;Martin, Francis L;Martinez-Raga, Jose;Martinez-Salas, Encarnacion;Mathieu, Daniel;Matsui, Yoichi;Maza, Elie;McCutcheon, James E;Mckay, Gareth J;McMillan, Brian;McMillan, Nigel;Meads, Catherine;Medina, Loreta;Merrick, B Alex;Metzger, Dennis W;Meunier, Frederic A;Michaelis, Martin;Micheau, Olivier;Mihara, Hisaaki;Mintz, Eric M;Mizukami, Takuo;Moalic, Yann;Mohapatra, DP;Monteiro, Antonia;Montes, Matthieu;Moran, John V;Morozov, Sergey Y;Mort, Matthew;Murai, Noriyuki;Murphy, Denis J;Murphy, Susan K;Murray, Shauna A;Naganawa, Shinji;Nammi, Srinivas;Nasios, Grigorios;Natoli, Roman M;Nguyen, Frederique;Nicol, Christine;van Nieuwerburgh, Filip;Nilsen, Erlend B;Nobile, Clarissa J;O'Mahony, Margaret;Ohlsson, Sophie;Olatunbosun, Oluremi;Olofsson, Per;Ortiz, Alberto;Ostrikov, Kostya;Otto, Siegmar;Outeiro, Tiago F;Ouyang, Songying;Paganoni, Sabrina;Page, Andrew;Palm, Christoph;Paradies, Yin;Parsons, Michael H;Parsons, Nick;Pascal, Pigny;Paul, Elisabeth;Peckham, Michelle;Pedemonte, Nicoletta;Pellizzon, Michael A;Petrelli, M;Pichugin, Alexander;Pinto, Carlos JC;Plevris, John N;Pollesello, Piero;Polz, Martin;Ponti, Giovanna;Porcelli, Piero;Prince, Martin;Quinn, Gwendolyn P;Quinn, Terence J;Ramula, Satu;Rappsilber, Juri;Rehfeldt, Florian;Reiling, Jan H;Remacle, Claire;Rezaei, Mohsen;Riddick, Eric W;Ritter, Uwe;Roach, Neil W;Roberts, David D;Robles, Guillermo;Rodrigues, Tiago;Rodriguez, Cesar;Roislien, Jo;Roobol, Monique J;Rowe, J Alexandra;Ruepp, Andreas;van Ruitenbeek, Jan;Rust, Petra;Saad, Sonia;Sack, George H;Santos, Manuela;Saudemont, Aurore;Sava, Gianni;Schrading, Simone;Schramm, Alexander;Schreiber, Martin;Schuler, Sidney;Schymkowitz, Joost;Sczyrba, Alexander;Seib, Kate L;Shi, Han-Ping;Shimada, Tomohiro;Shin, Jeon-Soo;Shortt, Colette;Silveyra, Patricia;Skinner, Debra;Small, Ian;Smeets, Paul AM;So, Po-Wah;Solano, Francisco;Sonenshine, Daniel E;Song, Jiangning;Southall, Tony;Speakman, John R;Srinivasan, Mandyam V;Stabile, Laura P;Stasiak, Andrzej;Steadman, Kathryn J;Stein, Nils;Stephens, Andrew W;Stewart, Douglas I;Stine, Keith;Storlazzi, Curt;Stoynova, Nataliya V;Strzalka, Wojciech;Suarez, Oscar M;Sultana, Taranum;Sumant, Anirudha V;Summers, Mathew J;Sun, Gang;Tacon, Paul;Tanaka, Kozo;Tang, Haixu;Tanino, Yoshinori;Targett-Adams, Paul;Tayebi, Mourad;Tayyem, Reema;Tebbe, Christoph C;Telfer, Evelyn E;Tempel, Wolfram;Teodorczyk-Injeyan, Julita A;Thijs, Gert;Thorne, Sally;Thrift, Amanda G;Tiffon, Celine;Tinnefeld, Philip;Tjahjono, Daryono H;Tolle, Fabrice;Toth, Ervin;del Tredici, Andria L;Tsapas, Apostolos;Tsirigotis, Konstantinos;Turak, Ayse;Tzotzos, George;Udo, Edet E;Utsumi, Toshiaki;Vaidyanathan, Subramanian;Vaillant, Michel;Valsesia, Armand;Vandenbroucke, Roosmarijn E;Veiga, Feliciano H;Vendrell, Marc;Vesk, Peter A;Vickers, Paul;Victor, Victor M;Villemur, Richard;Vohl, Marie-Claude;Voolstra, Christian R;Vuillemin, Anne;Wakelin, Steven;Waldron, Levi;Walsh, Laurence J;Wang, Amanda Y;Wang, Fuan;Wang, Yun;Watanabe, Yoichi;Weigert, Andreas;Wen, Jet-Chau;Wham, Carol;White, Ethan P;Wiener, Jan;Wilharm, Gottfried;Wilkinson, Simon;Willmann, Raffaella;Wilson, Coralie;Wirth, Brunhilde;Wojan, Timothy R;Wolff, Mathieu;Wong, Bryan M;Wu, Tzu-Wei;Wuerbel, Hanno;Xiao, Xiangshu;Xu, Dong;Xu, JW;Xu, Jianping;Xue, Bin;Yalcin, Suayib;Yan, Hong;Yang, En-Cheng;Yang, Shiqi;Yang, Wei;Ye, Yuzhen;Ye, Zhi-Qiang;Yli-Kauhaluoma, Jari;Yoneyama, Hiroshi;Yu, Ying;Yuan, Guo-Cheng;Yuh, Chiou-Hwa;Zaccolo, Manuela;Zeng, Chen;Zevnik, Branko;Zhang, Chi;Zhang, Li;Zhang, Li;Zhang, Yingkai;Zhang, Yusen;Zhang, Zhiyong;Zhang, Zhong-Yin;Zhao, Yuan;Zhou, Min;Zuberbier, Torsten;Aanei, Carmen M;Ahmad, Rafi;Al-Lawama, Manar;Alanio, Alexandre;Allardyce, Judith;Alonso-Caneiro, David;Atack, John M;Baier, Dirk;Bansal, Abhisheka;Benezeth, Yannick;Berbesque, Colette;Berrevoet, Frederik;Biedermann, Peter HW;Bijleveld, Erik;Bittner, Florian;Blombach, Fabian;Van den Bos, Wouter;Boudreau, Shellie A;Bramoweth, Adam D;Braubach, Oliver;Cai, Yufeng;Campbell, Matthew;Cao, Zanxia;Catry, Thibault;Chen, Xin;Cheng, Shuiqin;Chung, Hee-Jung;Chavez-Fumagalli, Miguel A;Conway, Aaron;Costa, Bruno M;Cyr, Normand;Dean, Lorraine T;Denzel, Martin S;Dlamini, SV;Dudley, Kevin J;Dufies, Maeva;Ecke, Thorsten;Eckweiler, Denitsa;Eixarch, Elisenda;El-Adawy, Hosny;Emmrich, Julius V;Eustace, Alex J;Falter-Wagner, Christine M;Fuss, Johannes;Gao, Jianzhao;Gill, Martin R;Gloyn, Liz;Goggs, Robert;Govinden, Usha;Greene, Garrett;Greiff, Victor;Grundle, DS;Gruneberg, Patrick;Gumede, Nicksy;Haore, Gbaguidi;Harrison, Pille;Hoenner, Xavier;Hojsgaard, Diego;Hori, Hikaru;Ikonomopoulou, Maria P;Jeurissen, Patrick;Johnson, Daniel M;Kabra, Dhiraj;Kamagata, Koji;Karmakar, Chandan;Kasian, Olga;Kaye, Linda K;Khan, Murad M;Kim, Yong-Min;Kish, JK;Kobold, Sebastian;Kohanbash, Gary;Kohls, Gregor;Kugler, Jan-Michael;Kumar, Gyanendra;Lacy-Colson, Jon;Latif, Asam;Lauschke, Volker M;Li, Bingling;Lim, Chinten J;Liu, Fang;Liu, Xiaodong;Lu, Jin-Jian;Lu, Qiang;Mahavadi, Poornima;Marzocchi, Ugo;McGarrigle, Christine A;van Meerten, Tom;Min, Rogier;Moal, Iain;Molari, Massimiliano;Molleman, Lucas;Mondal, Saiful R;Van de Mortel, Thea;Moss, WN;Moultos, Othonas A;Mukherjee, Maheswari;Nakayama, Kazuhiko;Narayan, Edward;Navaratnarajah, ;Neumann, Philipp-Alexander;Nie, Jiyun;Nie, Yingjiu;Niemeyer, Frank;Fiona, ;Nwaiwu, Ogueri;Oldenmenger, Wendy H;Olumayede, Emmanuel;Ou, Jianhong;Pallebage-Gamarallage, Menuka;Pearce, Simon P;Pelkonen, Tuula;Pelleri, Maria C;Pereira, Joana L;Pheko, Mpho;Pinto, Karina A;Piovesan, Allison;Pluess, Michael;Podolsky, Illya M;Prescott, Julie;Qi, Dongchen;Qi, Xingshun;Raikou, Vaia D;Ranft, Andreas;Rhodes, Johanna;Rotge, Jean-Yves;Rowe, Anna D;Saggar, Manish;Schuon, Robert A;Shahid, Shaouli;Shalchyan, Vahid;Shirvalkar, Prasad;Shiryayev, Oleg;Singh, Jugpreet;Smout, Michael J;Soares, Antonio;Song, Chunjiao;Srivastava, Ksh*tij;Srivastava, Rupesh K;Sun, Jim;Szabo, Attila;Szymanski, Wiktor;Tai, Chan NP;Takeuchi, Hisashi;Tanadini-Lang, S;Tang, Fei;Tao, Wanyin;Theron, G;Tian, Chang F;Tian, Yu-Shi;Tuttle, Lisa M;Valenti, Anna;Verlot, Pierre;Walker, Mirella;Wang, Jun;Welter, Danielle;Winslade, Matthew;Wu, Dalei;Wu, Yi-Rui;Xiao, Han;Xu, Beisi;Xu, Juan;Xu, Ziyue;Yang, Dongdong;Yang, Mingjun;Yankilevich, Patricio;You, Yuyi;Yu, Chenglong;Zhan, Jian;Zhang, Gong;Zhang, Kai;Zhang, Tuo;Zhang, Yi;Zhao, Guoyan;Zhao, Jing;Zhou, Xiaofan;Zhu, Zhenxing;Ajani, Penelope A;Anazodo, Udunna C;Bagloee, Saeed A;Bail, Kasia;Bar, Ido;Bathelt, Joe;Benkeser, David;Bernier, Meghan L;Blanchard, Adam M;Boakye, Dominic W;Bonatsos, Vasileios;Boon, Michele H;Bouboulis, George;Bromfield, Elizabeth;Brown, Joshua;Bul, Kim CM;Burton, Kathryn J;Butkowski, Eugene G;Carroll, Grace;Chao, Fengqing;Charrier, Elisabeth E;Chen, Xiaoyin;Chen, Yu-Chih;Chenguang, ;Choi, Jane R;Christoffersen, Tore;Comel, Joao C;Cosse, Cyril;Cui, Yanru;van Dessel, Pieter;Dhaval, ;Diodato, Daria;Duffey, Maelle;Dutt, Avik;Egea, Luis G;El-Said, Mohammed;Faye, Martin;Fernandez-Fernandez, Beatriz;Foley, Kieran G;Founou, Luria L;Fu, Fan;Gadelkareem, Rabea A;Galimov, Evgeny;Garip, Gulcan;Gemmill, Alison;Gouil, Quentin;Grey, James;Gridneva, Zoya;Grothe, Michel J;Grebert, Theophile;Guerrero, Fabricio;Guignard, Leo;Haenssgen, Marco J;Hasler, David;Holgate, Joan Y;Huang, Ancheng;Hulse-Kemp, Amanda M;Jean-Quartier, Claire;Jeon, Sang-Min;Jia, Yangyang;Jutzeler, Catherine;Kalatzis, Panagiotis;Karim, Masud;Karsay, Kathrin;Keitel, Anne;Kempe, Andreas;Keown, Jeremy R;Khoo, Chin M;Khwaja, Nyil;Kievit, Rogier A;Kosanic, Aleksandra;Koutoukidis, Dimitrios A;Kramer, Paul;Kumar, Dilip;Kirag, Nukhet;Lanza, Giuseppe;Le, Thuc D;Leem, Jung W;Leightley, Daniel;Leite, Andreia;Lercher, Lukas;Li, Ying;Lim, Renly;Lima, Luiz RA;Lin, Li;Ling, Tong;Liu, Yuchen;Liu, Zhonghua;Lu, Yao;Lum, Fok M;Luo, Hang;Machhi, Jatin;Macleod, Angus;Macwan, Isaac;Madala, Hanumantha R;Madani, Nima;de Maio, Nicola;Makowiecki, Kalina;Mallinson, Daniel J;Margelyte, Ruta;Maria, Caracausi;Markonis, Y;Marsili, Luca;Mavoa, Suzanne;McWilliams, Lorna;Megersa, Moa;Mendes, Caetano SM;Menichetti, Julia;Mercieca-Bebber, Rebecca;Miller, Jack J;Minde, David-Paul M;Minges, Alexander;Mishra, Eleanor;Mishra, Virendra R;Moores, Carly;Morrice, Nicola;Moskalensky, Alexander E;Navarin, Nicolo;Negera, Edessa;Nolet, Philippe;Nordberg, Ana;Norden, Rickard;Nowicki, Jessica P;Olova, Nelly;Olszewski, Pawel;Onzima, Robert;Pan, Chih-Long;Park, Charny;Park, Dong Ik;Park, Seyoung;Patil, Chandrashekhar D;Pedro, Sansoa A;Perry, Samuel R;Peter, Jessica;Peterson, Brent M;Pezzuolo, Andrea;Pozdnyakov, Ilya;Qian, Siyu;Qin, Lei;Rafe, Ali;Raote, Ishier;Raza, Ali;Rebl, Henrike;Refai, Osama;Regan, Tim;Richa, Tambi;Richardson, Mark F;Robinson, KR;Rossoni, Luca;Rouet, Romain;Safaei, Soroush;Schneeberger, Pierre HH;Schwotzer, Daniela;Sebastian, Agata;Selinski, Jennifer;Seltmann, Stefanie;Sha, Feng;Shalev, Nir;Shang, Jin-Long;Singer, Josef;Singh, Mandeep;Smith, Taylor;Solomon-Moore, Emma;Song, Lijuan;Soraggi, Samuele;Stanley, Ryan;Steckhan, Nico;Strobl, Frederic;Subissi, Lorenzo;Supriyanto, Irwan;Surve, Chinmay R;Suzuki, Tomo;Syme, Caitlin;Sorelius, Karl;Tang, Young;Tantawy, Marwa;Tennakoon, Sumudu;Teseo, Serafino;Toelzer, Christine;Tomov, Nikola;Tovar, Miguel;Tran, Linh;Tripathi, Sushil;Tuladhar, Anil M;Ukubuiwe, Azubuike C;Ung, Carolina OL;Valgepea, Kaspar;Vatanparast, Hamid;Vidal, Arnau;Wang, Fang;Wang, Qing;Watari, Ricky;Webster, Rebecca;Webster, Ruth;Wei, Junnian;Wibowo, David;Wingenbach, Tanja SH;Xavier, Rose M;Xiao, Shumin;Xiong, Peng;Xu, Shicai;Xu, Shilin;Yao, Ruifeng;Yao, Wen;Yin, Qinan;Yu, Yongbo;Zaitsu, Masayoshi;Zeineb, Zian;Zhan, Xiao-Yong;Zhang, Jilei;Zhang, Rongqiang;Zhang, Wei;Zhang, Xianglilan;Zheng, Shan;Zhou, Bailing;Zhou, Xiaoyan;Ahmad, Haroon;Akinwumi, Sayo A;Albery, Gregory F;Alhowimel, Ahmed;Ali, Junaid;Alshehri, Mansour;Alsuhaibani, Mohammed;Anikin, Andrey;Azubuike, Samuel O;Bach-Mortensen, Anders;Baltiansky, Lior;Bartas, Martin;Belachew, Kiflemariam Y;Bhardwaj, Vivek;Binder, Karin;Bland, Nicholas S;Boah, Michael;Bullen, Benjamin;Calabro, Giovanna E;Callahan, Tiffany J;Cao, Bing;Chalmers, Kelsey;Chang, Wei;Che, Zhengping;Chen, Andrew TY;Chen, Haimin;Chen, Huaming;Chen, Youning;Chen, Zhao;Choi, YoungRok;Chowdhury, Mohiuddin AK;Christensen, Martin R;Cooke, Robert SC;Cottini, Marzia;Covington, Natalie V;Cunningham, Catriona;Delarocque, Julien;Devos, Lucie;Dhar, Aurup R;Ding, Ke-Feng;Dong, Kexian;Dong, Zheng;Dreyer, Niklas;Ekstrand, Chelsea;Fardet, Tanguy;Feleke, Berhanu E;Feurer, Thomas;Freitas, Angela;Gao, Tian;Asefa, NG;Giganti, Francesco;Grabowski, Piotr;Guerra-Mora, Jose R;Guo, Chengying;Guo, Xinyi;Gupta, Himanshu;He, Shuonan;Heijne, Marloes;Heinemann, Stephanie;Hogrebe, Alexander;Huang, Zhengping;Iskander-Rizk, Sophinese;Iyer, Lavanya M;Jahan, 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Ran;Pullan, Wayne;Zhou, Yaoqi; 2019. Large expert-curated database for benchmarking document similarity detection in biomedical literature search. Database-The Journal Of Biological Databases And Curation; 2019; Vol. 2019; pp. keyboard_arrow_downLIRIAS2899118
description
Document recommendation systems for locating relevant literature have mostly relied on methods developed a decade ago. This is largely due to the lack of a large offline gold-standard benchmark of relevant documents that cover a variety of research fields such that newly developed literature search techniques can be compared, improved and translated into practice. To overcome this bottleneck, we have established the RElevant LIterature SearcH consortium consisting of more than 1500 scientists from 84 countries, who have collectively annotated the relevance of over 180 000 PubMed-listed articles with regard to their respective seed (input) article/s. The majority of annotations were contributed by highly experienced, original authors of the seed articles. The collected data cover 76% of all unique PubMed Medical Subject Headings descriptors. No systematic biases were observed across different experience levels, research fields or time spent on annotations. More importantly, annotations of the same document pairs contributed by different scientists were highly concordant. We further show that the three representative baseline methods used to generate recommended articles for evaluation (Okapi Best Matching 25, Term Frequency-Inverse Document Frequency and PubMed Related Articles) had similar overall performances. Additionally, we found that these methods each tend to produce distinct collections of recommended articles, suggesting that a hybrid method may be required to completely capture all relevant articles. The established database server located at https://relishdb.ict.griffith.edu.au is freely available for the downloading of annotation data and the blind testing of new methods. We expect that this benchmark will be useful for stimulating the development of new powerful techniques for title and title/abstract-based search engines for relevant articles in biomedical research.
Publisher: Oxford University Press
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Eduarda;Ferrara, Giannina;Ferrara, Pietro;Ferrari, Alize J;Ferreira, Manuela L;Feyissa, Garumma Tolu;Filip, Irina;Fischer, Florian;Fisher, James L;Fitzgerald, Ryan;Flohr, Carsten;Flor, Luisa Sorio;Foigt, Nataliya A;Folayan, Morenike Oluwatoyin;Fomenkov, Artem Alekseevich;Force, Lisa M;Fornari, Carla;Foroutan, Masoud;Fox, Jack T;Francis, Joel Msafiri;Frank, Tahvi D;Franklin, Richard Charles;Freitas, Marisa;Fu, Weijia;f*ckumoto, Takeshi;f*ckutaki, Kai;Fuller, John E;Fullman, Nancy;Furtado, Joao M;Gad, Mohamed M;Gaidhane, Abhay Motiramji;Gakidou, Emmanuela;Galles, Natalie C;Gallus, Silvano;Gamkrelidze, Amiran;Garcia-Basteiro, Alberto L;Gardner, William M;Geberemariyam, Biniyam Sahiledengle;Gebrehiwot, Abiyu Mekonnen;Gebremedhin, Ketema Bizuwork;Gebremeskel, Gebreamlak Gebremedhn;Gebremeskel, Leake G;Gebresillassie, Begashaw Melaku;Gebreslassie, Assefa Ayalew Ayalew Ayalew;Geramo, Yilma Chisha Dea;Geremew, Abraham;Hayoon, Anna Gershberg;Gesesew, Hailay Abrha;Gething, Peter W;Gezae, Kebede Embaye;Ghadimi, Maryam;Ghadiri, Keyghobad;Ghaffarifar, Fatemeh;Ghafourifard, Mansour;Ghajar, Alireza;Ghamari, Farhad;Ghashghaee, Ahmad;Ghiasvand, Hesam;Ghith, Nermin;Gholamian, Asadollah;Ghosh, Rakesh;Giampaoli, Simona;Gilani, Syed Amir;Gill, Paramjit Singh;Gill, Tiffany K;Gillum, Richard F;Ginawi, Ibrahim Abdelmageed;Ginindza, Themba G;Gitimoghaddam, Mojgan;Giussani, Giorgia;Glagn, Mustefa;Glushkova, Ekaterina Vladimirovna;Gnedovskaya, Elena V;Godinho, Myron Anthony;Goharinezhad, Salime;Golechha, Mahaveer;Goli, Srinivas;Gomez, Ricardo Santiago;Gona, Philimon N;Gopalani, Sameer Vali;Goren, Emily;Gorini, Giuseppe;Gorman, Taren M;Gottlich, Harrison Chase;Goudarzi, Houman;Goudarzian, Amir Hossein;Goulart, Alessandra C;Goulart, Barbara Niegia Garcia;Grada, Ayman;Greaves, Felix;Grivna, Michal;Grosso, Giuseppe;Gubari, Mohammed Ibrahim Mohialdeen;Gudi, Nachiket;Gugnani, Harish Chander;Guimaraes, Andre Luiz Sena;Guimaraes, Rafael Alves;Guled, Rashid Abdi;Gultie, Teklemariam;Guo, Gaorui;Guo, Yuming;Gupta, Rahul;Gupta, Rajeev;Sharan, Subodh;Gupta, Tarun;Haagsma, Juanita A;Hachinski, Vladimir;Haddock, Beatrix;Hafezi-Nejad, Nima;Hafiz, Abdul;Hagins, Hailey;Haile, Lydia M;Haile, Teklehaimanot Gereziher;Haj-Mirzaian, Arvin;Haj-Mirzaian, Arya;Hall, Brian J;Halvaei, Iman;Hamadeh, Randah R;Abdullah, Kanaan Hamagharib;Hameed, Sajid;Hamidi, Samer;Hamilton, Erin B;Hammer, Melanie S;Han, Chieh;Han, Hannah;Handiso, Demelash Woldeyohannes;Hanif, Asif;Hankey, Graeme J;Haririan, Hamidreza;Haro, Josep Maria;Harvey, James D;Hasaballah, Ahmed I;Hasan, Md Mehedi;Hasanpoor, Edris;Hasanzadeh, Amir;Hashemian, Maryam;Hashi, Abdiwahab;Hassan, Amr;Hassan, Shoaib;Hassanipour, Soheil;Hassankhani, Hadi;Havmoeller, Rasmus J;Hay, Roderick J;Hay, Simon I;Hayat, Khezar;Heibati, Behzad;Heidari, Behnam;Heidari, Golnaz;Heidari-Soureshjani, Reza;Hendrie, Delia;Henny, Kiana;Henok, Andualem;Henrikson, Hannah J;Henry, Nathaniel J;Herbert, Molly E;Herteliu, Claudiu;Heydarpour, Fatemeh;Hird, Thomas R;Ho, Hung 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Morteza;Jahagirdar, Deepa;Jahani, Mohammad Ali;Jahanmehr, Nader;Jakovljevic, Mihajlo;Jalali, Amir;Jalilian, Farzad;James, Spencer L;Janjani, Hosna;Janodia, Manthan Dilipkumar;Javaheri, Tahereh;Javidnia, Javad;Jayatilleke, Achala Upendra;Jeemon, Panniyammakal;Jenabi, Ensiyeh;Jha, Ravi Prakash;Jha, Vivekanand;Ji, John S;Jia, Peng;Johansson, Lars;John, Oommen;John-Akinola, Yetunde O;Johnson, Catherine Owens;Johnson, Sarah Charlotte;Jonas, Jost B;Joo, Tamas;Joshi, Ankur;Joukar, Farahnaz;Jozwiak, Jacek Jerzy;Jurisson, Mikk;Kabir, Ali;Kabir, Zubair;Kalani, Hamed;Kalani, Rizwan;Kalankesh, Leila R;Kalhor, Rohollah;Kamath, Aruna M;Kamiab, Zahra;Kanchan, Tanuj;Kapoor, Neeti;Matin, Behzad Karami;Karanikolos, Marina;Karch, Andre;Karim, Mohd Anisul;Karimi, Salah Eddin;Karimi, Seyed Asaad;Karimi, Seyed M;Kasa, Ayele Semachew;Kassa, Getachew Mullu;Kassebaum, Nicholas J;Katikireddi, Srinivasa Vittal;Kawakami, Norito;Kayode, Gbenga A;Karyani, Ali Kazemi;Keddie, Suzanne H;Keiyoro, Peter Njenga;Keller, Cathleen;Kemmer, Laura;Kendrick, Parkes J;Kereselidze, Maia;Khader, Yousef Saleh;Khafaie, Morteza Abdullatif;Khalid, Nauman;Khammarnia, Mohammad;Khan, Ejaz Ahmad;Khan, Gulfaraz;Khan, Maseer;Khang, Young-Ho;Khatab, Khaled;Khater, Amir M;Khater, Mona M;Khatib, Mahalaqua Nazli;Khayamzadeh, Maryam;Khazaei, Salman;Khazaie, Habibolah;Khodayari, Mohammad Taghi;Khoja, Abdullah T;Khubchandani, Jagdish;Khundkar, Roba;Kianipour, Neda;Kieling, Christian;Kim, Cho-Il;Kim, Daniel;Kim, Young-Eun;Kim, Yun Jin;Kimokoti, Ruth W;Kinfu, Yohannes;Kisa, Adnan;Kisa, Sezer;Kissimova-Skarbek, Katarzyna;Kissoon, Niranjan;Kivimaki, Mika;Kneib, Cameron J;Knibbs, Luke D;Knight, Megan;Knudsen, Ann Kristin Skrindo;Kocarnik, Jonathan M;Kochhar, Sonali;Koh, David SQ;Kohler, Stefan;Kolola, Tufa;Komaki, Hamidreza;Kopec, Jacek A;Korotkova, Anna V;Korshunov, Vladimir Andreevich;Kosen, Soewarta;Kotlo, Anirudh;Koul, Parvaiz A;Koyanagi, Ai;Kraemer, Moritz UG;Kravchenko, Michael A;Krishan, Kewal;Krohn, Kris J;Kromhout, Hans;Shaji, KS;Defo, Barthelemy Kuate;Bicer, Burcu Kucuk;Kugbey, Nuworza;Kulkarni, Vaman;Kumar, G Anil;Kumar, Manasi;Kumar, Nithin;Kumar, Pushpendra;Kumar, Vivek;Kumaresh, Girikumar;Kurmi, Om P;Kusuma, Dian;Kyu, Hmwe Hmwe;La Vecchia, Carlo;Ben, Lacey;Lal, Dharmesh Kumar;Lalloo, Ratilal;Lallukka, Tea;Lam, Jennifer O;Lami, Faris Hasan;Lan, Qing;Landires, Ivan;Lang, Justin J;Langan, Sinead M;Lansingh, Van Charles;Lansky, Sonia;Larson, Heidi Jane;Larson, Samantha Leigh;Larsson, Anders O;Lasrado, Savita;Lassi, Zohra S;Lau, Kathryn Mei-Ming;Lauriola, Paolo;Lavados, Pablo M;Lazarus, Jeffrey V;Leal, Lisiane F;Leasher, Janet L;Ledesma, Jorge R;Lee, Paul H;Lee, Shaun Wen Huey;Leever, Andrew T;LeGrand, Kate E;Leigh, James;Leonardi, Matilde;Lescinsky, Haley;Leung, Janni;Levi, Miriam;Lewington, Sarah;Li, Bingyu;Li, Shanshan;Lim, Lee-Ling;Lin, Christine;Lin, Ro-Ting;Linehan, Christine;Linn, Shai;Listl, Stefan;Liu, Hung-Chun;Liu, Shiwei;Liu, Simin;Liu, Xuefeng;Liu, Yang;Liu, Zichen;Lo, Justin;Lodha, Rakesh;Logroscino, Giancarlo;Looker, Katharine J;Lopez, Alan D;Lopez, Jaifred Christian F;Lopukhov, Platon D;Lorkowski, Stefan;Lotufo, Paulo A;Lozano, Rafael;Lu, Alton;Lucas, Tim CD;Lugo, Alessandra;Lunevicius, Raimundas;Lyons, Ronan A;Ma, Jianing;Machado, Daiane Borges;MacLachlan, Jennifer H;Madadin, Mohammed;Maddison, Emilie R;Maddison, Ralph;Madotto, Fabiana;Abd El Razek, Hassan Magdy;Abd El Razek, Muhammed Magdy;Mahasha, Phetole Walter;Mahdavi, Mokhtar Mahdavi;Mahmoudi, Morteza;Mai, Hue Thi;Majeed, Azeem;Malagon-Rojas, Jeadran N;Maled, Venkatesh;Maleki, Afshin;Maleki, Shokofeh;Malekzadeh, Reza;Malta, Deborah Carvalho;Mamun, Abdullah A;Manafi, Amir;Manafi, Navid;Manda, Ana Laura;Manguerra, Helena;Mansour-Ghanaei, Fariborz;Mansouri, Borhan;Mansournia, Mohammad Ali;Herrera, Ana M Mantilla;Mapoma, Chabila Christopher;Maravilla, Joemer C;Marks, Ashley;Martin, Randall V;Martini, Santi;Martins-Melo, Francisco Rogerlandio;Martopullo, Ira;Masaka, Anthony;Masoumi, Seyedeh Zahra;Massano, Joao;Massenburg, Benjamin Ballard;Mastrogiacomo, Claudia I;Mathur, Manu Raj;Matsush*ta, Kunihiro;Maulik, Pallab K;May, Erin A;Mazidi, Mohsen;McAlinden, Colm;McGrath, John J;Mckee, Martin;Medina-Solis, Carlo Eduardo;Meharie, Birhanu Geta;Mehndiratta, Man Mohan;Nasab, Entezar Mehrabi;Mehri, Fereshteh;Mehrotra, Ravi;Mehta, Kala M;Meitei, Wahengbam Bigyananda;Mekonnen, Teferi;Melese, Addisu;Memiah, Peter TN;Memish, Ziad A;Mendoza, Walter;Menezes, Ritesh G;Mengesha, Endalkachew Worku;Mengesha, Meresa Berwo;Mensah, George A;Mereke, Alibek;Mereta, Seid Tiku;Meretoja, Atte;Meretoja, Tuomo J;Mestrovic, Tomislav;Miazgowski, Bartosz;Miazgowski, Tomasz;Michalek, Irmina Maria;Mihretie, Kebadnew Mulatu;Miller, Ted R;Mills, Edward J;Milne, George J;Mini, GK;Miri, Mohammad;Mirica, Andreea;Mirrakhimov, Erkin M;Mirzaei, Hamed;Mirzaei, Maryam;Mirzaei, Roya;Mirzaei-Alavijeh, Mehdi;Misganaw, Awoke Temesgen;Mitchell, Philip B;Mithra, Prasanna;Moazen, Babak;Moghadaszadeh, Masoud;Mohajer, Bahram;Mohamad, Osama;Mohamadi, Efat;Mohammad, Dara K;Mohammad, Yousef;Mezerji, Naser Mohammad Gholi;Mohammadbeigi, Abolfazl;Mohammadian-Hafshejani, Abdollah;Mohammadifard, Noushin;Mohammadpourhodki, Reza;Mohammed, Ammas Siraj;Mohammed, Hussen;Mohammed, Jemal Abdu;Mohammed, Shafiu;Mohebi, Farnam;Bandpei, Mohammad A Mohseni;Mokari, Amin;Mokdad, Ali H;Molokhia, Mariam;Momen, Natalie C;Monasta, Lorenzo;Mondello, Stefania;Mooney, Meghan D;Moosazadeh, Mahmood;Moradi, Ghobad;Moradi, Masoud;Moradi-Joo, Mohammad;Moradi-Lakeh, Maziar;Moradzadeh, Rahmatollah;Moraga, Paula;Morales, Linda;Morawska, Lidia;Velasquez, Ilais Moreno;Morgado-da-Costa, Joana;Morrison, Shane Douglas;Mosapour, Abbas;Mosser, Jonathan F;Mouodi, Simin;Mousavi, Seyyed Meysam;Khaneghah, Amin Mousavi;Mueller, Ulrich Otto;Mukhopadhyay, Satinath;Mullany, Erin C;Mumford, John Everett;Munro, Sandra B;Muriithi, Moses K;Musa, Kamarul Imran;Mustafa, Ghulam;Muthupandian, Saravanan;Nabavizadeh, Behnam;Nabhan, Ashraf F;Naderi, Mehdi;Nagarajan, Ahamarshan Jayaraman;Nagel, Gabriele;Naghavi, Mohsen;Naghshtabrizi, Behshad;Naik, Gurudatta;Naimzada, Mukhammad David;Nair, Sanjeev;Najafi, Farid;Naldi, Luigi;Nandakumar, Vishnu;Nandi, Anita K;Nangia, Vinay;Nansseu, Jobert Richie;Naserbakht, Morteza;Nayak, Vinod C;Nazari, Javad;Ndejjo, Rawlance;Ndwandwe, Duduzile Edith;Negoi, Ionut;Negoi, Ruxandra Irina;Netsere, Henok Biresaw;Neupane, Subas;Ngari, Kiirithio N;Nguefack-Tsague, Georges;Ngunjiri, Josephine W;Nguyen, Cuong Tat;Nguyen, Diep Ngoc;Nguyen, Huong Lan Thi;Nguyen, Jason;Nguyen, Michele;Nguyen, Ming;Nguyen, Trang Huyen;Nichols, Emma;Nigatu, Dabere;Nigatu, Yeshambel T;Nikbakhsh, Rajan;Nikpoor, Amin Reza;Nixon, Molly R;Nnaji, Chukwudi A;Nomura, Shuhei;Norheim, Ole F;Norrving, Bo;Noubiap, Jean Jacques;Motlagh, Soraya Nouraei;Nowak, Christoph;Nsoesie, Elaine Okanyene;Nunez-Samudio, Virginia;Oancea, Bogdan;Odell, Christopher M;Ogbo, Felix Akpojene;Oghenetega, Onome Bright;Oh, In-Hwan;Okunga, Emmanuel Wandera;Oladnabi, Morteza;Olagunju, Andrew T;Olusanya, Bolajoko Olubukunola;Olusanya, Jacob Olusegun;Oluwasanu, Mojisola Morenike;Bali, Ahmed Omar;Omer, Muktar Omer;Ong, Kanyin L;Ong, Sokking;Onwujekwe, Obinna E;Oren, Eyal;Orji, Aislyn U;Orpana, Heather M;Ortega-Altamirano, Doris V;Ortiz, Alberto;Osarenotor, Osayomwanbo;Osei, Frank B;Ostojic, Sergej M;Ostroff, Samuel M;Oiu, Adrian O;Otstavnov, Nikita;Otstavnov, Stanislav S;Overland, Simon;Owolabi, Mayowa O;Section, Mahesh PA;Padubidri, Jagadish Rao;Pakhale, Smita;Pakhare, Abhijit P;Pakshir, Keyvan;Palladino, Raffaele;Pana, Adrian;Panda-Jonas, Songhomitra;Pandey, Anamika;Pangaribuan, Helena Ullyartha;Park, Eun-Kee;Park, James;Parmar, Priya G Kumari;Parry, Charles DH;Pasovic, Maja;Pasupula, Deepak Kumar;Patel, Jenil R;Patel, Sangram Kishor;Paternina-Caicedo, Angel J;Pathak, Ashish;Pathak, Mona;Patten, Scott B;Patton, George C;Paudel, Deepak;Paudel, Sagun;Paulson, Katherine R;Toroudi, Hamidreza Pazoki;Pease, Spencer A;Peden, Amy E;Pennini, Alyssa;Pepito, Veincent Christian Filipino;Peprah, Emmanuel K;Pereira, Alexandre;Pereira, David M;Pereira, Jeevan;Perico, Norberto;Pescarini, Julia Moreira;Pesudovs, Konrad;Pham, Hai Quang;Phillips, Michael R;Piccinelli, Cristiano;Pierce, Maxwell;Pigott, David M;Pilgrim, Thomas;Pilz, Tessa M;Pinheiro, Marina;Piradov, Michael A;Pirsaheb, Meghdad;Pishgar, Farhad;Plana-Ripoll, Oleguer;Plass, Dietrich;Pletcher, Martin;Pokhrel, Khem Narayan;Polibin, Roman V;Polinder, Suzanne;Polkinghorne, Kevan R;Pond, Constance Dimity;Postma, Maarten J;Pottoo, Faheem Hyder;Pourjafar, Hadi;Pourmalek, Farshad;Kalhori, Reza Pourmirza;Pourshams, Akram;Poznanska, Anna;Prada, Sergio I;Prakash, Sanjay;Prakash, V;Prasad, Narayan;Preotescu, Liliana;Pribadi, Dimas Ria Angga;Pupillo, Elisabetta;Quazi Syed, Zahiruddin;Rabiee, Mohammad;Rabiee, Navid;Radfar, Amir;Rafiee, Ata;Rafiei, Alireza;Raggi, Alberto;Rahim, Fakher;Rahimi-Movaghar, Afarin;Rahman, Mohammad Hifz Ur;Rahman, Muhammad Aziz;Rajabpour-Sanati, Ali;Rajati, Fatemeh;Rakovac, Ivo;Ram, Pradhum;Ramezanzadeh, Kiana;Rana, Saleem Muhammad;Ranabhat, Chhabi Lal;Ranta, Annemarei;Rao, Puja C;Rao, Sowmya J;Rasella, Davide;Rashedi, Vahid;Rastogi, Prateek;Rath, Goura Kishor;Rathi, Priya;Rawaf, David Laith;Rawaf, Salman;Rawal, Lal;Rawassizadeh, Reza;Rawat, Ramu;Razo, Christian;Boston, Sofia;Regassa, Lemma Demissie;Reiner, Robert C;Reinig, Nickolas;Reitsma, Marissa Bettay;Remuzzi, Giuseppe;Renjith, Vishnu;Renzaho, Andre MN;Resnikoff, Serge;Rezaei, Negar;Rezaei, Nima;Rezai, Mohammad Sadegh;Rezapour, Aziz;Rhinehart, Phoebe-Anne;Riahi, Seyed Mohammad;Ribeiro, Antonio Luiz P;Ribeiro, Daniel Cury;Ribeiro, Daniela;Rickard, Jennifer;Rivera, Juan A;Robalik, Toshana;Roberts, Nicholas LS;Roberts, Shaun;Robinson, Stephen R;Rodriguez-Ramirez, Sonia;Roever, Leonardo;Rolfe, Sam;Romoli, Michele;Ronfani, Luca;Room, Robin;Roshandel, Gholamreza;Rostamian, Morteza;Roth, Gregory A;Rothenbacher, Dietrich;Rubagotti, Enrico;Rumisha, Susan Fred;Rwegerera, Godfrey M;Saadatagah, Seyedmohammad;Sabour, Siamak;Sachdev, Perminder S;Saddik, Basema;Sadeghi, Ehsan;Sadeghi, Masoumeh;Saeedi, Reza;Moghaddam, Sahar Saeedi;Saeidi, Shahram;Safari, Yahya;Safi, Sare;Safiri, Saeid;Sagar, Rajesh;Sahebkar, Amirhossein;Sahraian, Mohammad Ali;Sajadi, S Mohammad;Salahshoor, Mohammad Reza;Salam, Nasir;Salama, Joseph S;Salamati, Payman;Zahabi, Saleh Salehi;Salem, Hosni;Salem, Marwa R;Salimi, Yahya;Salimzadeh, Hamideh;Salman, Omar Mukhtar;Salomon, Joshua A;Salz, Inbal;Samad, Zainab;Kafil, Hossein Samadi;Sambala, Evanson Zondani;Samy, Abdallah M;Sanabria, Juan;Sanchez-Pimienta, Tania G;Santomauro, Damian Francesco;Santos, Itamar S;Santos, Joao Vasco;Santric-Milicevic, Milena M;Saraswathy, Sivan Yegnanarayana Iyer;Sarmiento-Suarez, Rodrigo;Sarrafzadegan, Nizal;Sartorius, Benn;Sarveazad, Arash;Sathian, Brijesh;Sathish, Thirunavukkarasu;Sattin, Davide;Savic, Miloje;Sawyer, Susan M;Saxena, Deepak;Saxena, Sonia;Saylan, Mete;Sbarra, Alyssa N;Schaeffer, Lauren E;Schiavolin, Silvia;Schlaich, Markus P;Schmidt, Maria Ines;Schutte, Aletta Elisabeth;Schwebel, David C;Schwendicke, Falk;Seedat, Soraya;Sekerija, Mario;Senbeta, Anbissa Muleta;Senthilkumaran, Subramanian;Sepanlou, Sadaf G;Serdar, Berrin;Serre, Marc L;Servan-Mori, Edson;Sha, Feng;Shabani, Mahsima;Shackelford, Katya Anne;Shadid, Jamileh;Shafaat, Omid;Shahabi, Saeed;Shahbaz, Mohammad;Shaheen, Amira A;Shaikh, Masood Ali;Shalash, Ali S;Shams-Beyranvand, Mehran;Shamsi, MohammadBagher;Shamsizadeh, Morteza;Shannawaz, Mohammed;Sharafi, Kiomars;Sharafi, Zeinab;Sharara, Fablina;Sharifi, Hamid;Sharma, Rajesh;Shaw, David H;Sheena, Brittney S;Sheikh, Aziz;Sheikhtaheri, Abbas;Shetty, B Suresh Kumar;Shetty, Ranjitha S;Shibuya, Kenji;Shield, Kevin David;Shiferaw, Wondimeneh Shibabaw;Shigematsu, Mika;Shin, Jae Il;Shin, Min-Jeong;Shiri, Rahman;Shirkoohi, Reza;Shivakumar, KM;Shrime, Mark G;Shuval, Kerem;Siabani, Soraya;Sierpinski, Radoslaw;Sigfusdottir, Inga Dora;Sigurvinsdottir, Rannveig;Silva, Diego Augusto Santos;Silva, Joao Pedro;Simonetti, Biagio;Simpson, Kyle E;Singh, Ambrish;Singh, Jasvinder A;Singh, Pushpendra;Sinha, Dhirendra Narain;Skiadaresi, Eirini;Skou, Soren T;Skryabin, Valentin Yurievich;Sliwa, Karen;Smith, Amanda;Smith, Emma UR;Sobngwi, Eugene;Soheili, Amin;Sokhan, Anton;Soltani, Shahin;Somefun, Oluwaseyi Dolapo;Soofi, Moslem;Sorensen, Reed JD;Soriano, Joan B;Sorrie, Muluken Bekele;Soshnikov, Sergey;Soyiri, Ireneous N;Spencer, Cory N;Spotin, Adel;Spurlock, Emma Elizabeth;Sreeramareddy, Chandrashekhar T;Srinivasan, Vinay;Sripada, Kam;Stanaway, Jeffrey D;Stark, Benjamin A;Steel, Nicholas;Stefan, Simona Catalina;Stein, Caroline;Stein, Dan J;Steiner, Caitlyn;Steiner, Timothy J;Steuben, Krista M;Stockfelt, Leo;Stokes, Mark A;Stovner, Lars Jacob;Straif, Kurt;Stranges, Saverio;Stubbs, Jacob L;Suchdev, Parminder S;Sudaryanto, Agus;Sufiyan, Mu'awiyyah Babale;Suleria, Hafiz Ansar Rasul;Abdulkader, Rizwan Suliankatchi;Sulo, Gerhard;Sultan, Iyad;Swope, Carolyn B;Sykes, Bryan L;Sylte, Dillon O;Szocska, Miklos;Szumowski, 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Global burden of 369 diseases and injuries in 204 countries and territories, 1990-2019: a systematic analysis for the Global Burden of Disease Study 2019. Lancet; 2020; Vol. 396; iss. 10258; pp. 1204 - 1222 keyboard_arrow_downLIRIAS3266156
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BACKGROUND: In an era of shifting global agendas and expanded emphasis on non-communicable diseases and injuries along with communicable diseases, sound evidence on trends by cause at the national level is essential. The Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) provides a systematic scientific assessment of published, publicly available, and contributed data on incidence, prevalence, and mortality for a mutually exclusive and collectively exhaustive list of diseases and injuries. METHODS: GBD estimates incidence, prevalence, mortality, years of life lost (YLLs), years lived with disability (YLDs), and disability-adjusted life-years (DALYs) due to 369 diseases and injuries, for two sexes, and for 204 countries and territories. Input data were extracted from censuses, household surveys, civil registration and vital statistics, disease registries, health service use, air pollution monitors, satellite imaging, disease notifications, and other sources. Cause-specific death rates and cause fractions were calculated using the Cause of Death Ensemble model and spatiotemporal Gaussian process regression. Cause-specific deaths were adjusted to match the total all-cause deaths calculated as part of the GBD population, fertility, and mortality estimates. Deaths were multiplied by standard life expectancy at each age to calculate YLLs. A Bayesian meta-regression modelling tool, DisMod-MR 2.1, was used to ensure consistency between incidence, prevalence, remission, excess mortality, and cause-specific mortality for most causes. Prevalence estimates were multiplied by disability weights for mutually exclusive sequelae of diseases and injuries to calculate YLDs. We considered results in the context of the Socio-demographic Index (SDI), a composite indicator of income per capita, years of schooling, and fertility rate in females younger than 25 years. Uncertainty intervals (UIs) were generated for every metric using the 25th and 975th ordered 1000 draw values of the posterior distribution. FINDINGS: Global health has steadily improved over the past 30 years as measured by age-standardised DALY rates. After taking into account population growth and ageing, the absolute number of DALYs has remained stable. Since 2010, the pace of decline in global age-standardised DALY rates has accelerated in age groups younger than 50 years compared with the 1990-2010 time period, with the greatest annualised rate of decline occurring in the 0-9-year age group. Six infectious diseases were among the top ten causes of DALYs in children younger than 10 years in 2019: lower respiratory infections (ranked second), diarrhoeal diseases (third), malaria (fifth), meningitis (sixth), whooping cough (ninth), and sexually transmitted infections (which, in this age group, is fully accounted for by congenital syphilis; ranked tenth). In adolescents aged 10-24 years, three injury causes were among the top causes of DALYs: road injuries (ranked first), self-harm (third), and interpersonal violence (fifth). Five of the causes that were in the top ten for ages 10-24 years were also in the top ten in the 25-49-year age group: road injuries (ranked first), HIV/AIDS (second), low back pain (fourth), headache disorders (fifth), and depressive disorders (sixth). In 2019, ischaemic heart disease and stroke were the top-ranked causes of DALYs in both the 50-74-year and 75-years-and-older age groups. Since 1990, there has been a marked shift towards a greater proportion of burden due to YLDs from non-communicable diseases and injuries. In 2019, there were 11 countries where non-communicable disease and injury YLDs constituted more than half of all disease burden. Decreases in age-standardised DALY rates have accelerated over the past decade in countries at the lower end of the SDI range, while improvements have started to stagnate or even reverse in countries with higher SDI. INTERPRETATION: As disability becomes an increasingly large component of disease burden and a larger component of health expenditure, greater research and development investment is needed to identify new, more effective intervention strategies. With a rapidly ageing global population, the demands on health services to deal with disabling outcomes, which increase with age, will require policy makers to anticipate these changes. The mix of universal and more geographically specific influences on health reinforces the need for regular reporting on population health in detail and by underlying cause to help decision makers to identify success stories of disease control to emulate, as well as opportunities to improve. FUNDING: Bill & Melinda Gates Foundation.
Publisher: Elsevier
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Eduarda;Ferrara, Giannina;Ferrara, Pietro;Ferrari, Alize J;Ferreira, Manuela L;Feyissa, Garumma Tolu;Filip, Irina;Fischer, Florian;Fisher, James L;Fitzgerald, Ryan;Flohr, Carsten;Flor, Luisa Sorio;Foigt, Nataliya A;Folayan, Morenike Oluwatoyin;Fomenkov, Artem Alekseevich;Force, Lisa M;Fornari, Carla;Foroutan, Masoud;Fox, Jack T;Francis, Joel Msafiri;Frank, Tahvi D;Franklin, Richard Charles;Freitas, Marisa;Fu, Weijia;f*ckumoto, Takeshi;f*ckutaki, Kai;Fuller, John E;Fullman, Nancy;Furtado, Joao M;Gad, Mohamed M;Gaidhane, Abhay Motiramji;Gakidou, Emmanuela;Galles, Natalie C;Gallus, Silvano;Gamkrelidze, Amiran;Garcia-Basteiro, Alberto L;Gardner, William M;Geberemariyam, Biniyam Sahiledengle;Gebrehiwot, Abiyu Mekonnen;Gebremedhin, Ketema Bizuwork;Gebremeskel, Gebreamlak Gebremedhn;Gebremeskel, Leake G;Gebresillassie, Begashaw Melaku;Gebreslassie, Assefa Ayalew Ayalew Ayalew;Geramo, Yilma Chisha Dea;Geremew, Abraham;Hayoon, Anna Gershberg;Gesesew, Hailay Abrha;Gething, Peter W;Gezae, Kebede 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Yuming;Gupta, Rahul;Gupta, Rajeev;Sharan, Subodh;Gupta, Tarun;Haagsma, Juanita A;Hachinski, Vladimir;Haddock, Beatrix;Hafezi-Nejad, Nima;Hafiz, Abdul;Hagins, Hailey;Haile, Lydia M;Haile, Teklehaimanot Gereziher;Haj-Mirzaian, Arvin;Haj-Mirzaian, Arya;Hall, Brian J;Halvaei, Iman;Hamadeh, Randah R;Abdullah, Kanaan Hamagharib;Hameed, Sajid;Hamidi, Samer;Hamilton, Erin B;Hammer, Melanie S;Han, Chieh;Han, Hannah;Handiso, Demelash Woldeyohannes;Hanif, Asif;Hankey, Graeme J;Haririan, Hamidreza;Haro, Josep Maria;Harvey, James D;Hasaballah, Ahmed I;Hasan, Md Mehedi;Hasanpoor, Edris;Hasanzadeh, Amir;Hashemian, Maryam;Hashi, Abdiwahab;Hassan, Amr;Hassan, Shoaib;Hassanipour, Soheil;Hassankhani, Hadi;Havmoeller, Rasmus J;Hay, Roderick J;Hay, Simon I;Hayat, Khezar;Heibati, Behzad;Heidari, Behnam;Heidari, Golnaz;Heidari-Soureshjani, Reza;Hendrie, Delia;Henny, Kiana;Henok, Andualem;Henrikson, Hannah J;Henry, Nathaniel J;Herbert, Molly E;Herteliu, Claudiu;Heydarpour, Fatemeh;Hird, Thomas R;Ho, Hung Chak;Hoek, Hans W;Hole, Michael K;Holla, Ramesh;Hollingsworth, Bruce;Hoogar, Praveen;Hopf, Kathleen Pillsbury;Horita, Nobuyuki;Hosgood, H Dean;Hossain, Naznin;Hosseini, Mostafa;Hosseinzadeh, Mehdi;Hostiuc, Mihaela;Hostiuc, Sorin;Househ, Mowafa;Hoy, Damian G;Hsairi, Mohamed;Hsiao, Thomas;Hsieh, Vivian Chia-Rong;Hu, Guoqing;Hu, Kejia;Huda, Tanvir M;Hugo, Fernando N;Humayun, Ayesha;Hussain, Rabia;Huynh, Chantal K;Hwang, Bing-Fang;Iannucci, Vincent C;Iavicoli, Ivo;Ibeneme, Charles Ugochukwu;Ibitoye, Segun Emmanuel;Ikeda, Nayu;Ikuta, Kevin S;Ilesanmi, Olayinka Stephen;Ilic, Irena M;Ilic, Milena D;Imani-Nasab, Mohammad Hasan;Inbaraj, Leeberk Raja;Ippolito, Helen;Iqbal, Usman;Irvani, Seyed Sina Naghibi;Irvine, Caleb Mackay Salpeter;Islam, M Mofizul;Islam, MdMohaimenul;Islam, Sheikh Mohammed Shariful;Islami, Farhad;Iso, Hiroyasu;Ivers, Rebecca Q;Iwu, Chidozie CD;Iwu, Chinwe Juliana;Iyamu, Ihoghosa Osamuyi;Jaafari, Jalil;Jacobsen, Kathryn H;Jadidi-Niaragh, Farhad;Jafari, Hussain;Jafarinia, Morteza;Jahagirdar, Deepa;Jahani, Mohammad Ali;Jahanmehr, Nader;Jakovljevic, Mihajlo;Jalali, Amir;Jalilian, Farzad;James, Spencer L;Janjani, Hosna;Janodia, Manthan Dilipkumar;Javaheri, Tahereh;Javidnia, Javad;Jayatilleke, Achala Upendra;Jeemon, Panniyammakal;Jenabi, Ensiyeh;Jha, Ravi Prakash;Jha, Vivekanand;Ji, John S;Jia, Peng;Johansson, Lars;John, Oommen;John-Akinola, Yetunde O;Johnson, Catherine Owens;Johnson, Sarah Charlotte;Jonas, Jost B;Joo, Tamas;Joshi, Ankur;Joukar, Farahnaz;Jozwiak, Jacek Jerzy;Jurisson, Mikk;Kabir, Ali;Kabir, Zubair;Kalani, Hamed;Kalani, Rizwan;Kalankesh, Leila R;Kalhor, Rohollah;Kamath, Aruna M;Kamiab, Zahra;Kanchan, Tanuj;Kapoor, Neeti;Matin, Behzad Karami;Karanikolos, Marina;Karch, Andre;Karim, Mohd Anisul;Karimi, Salah Eddin;Karimi, Seyed Asaad;Karimi, Seyed M;Kasa, Ayele Semachew;Kassa, Getachew Mullu;Kassebaum, Nicholas J;Katikireddi, Srinivasa Vittal;Kawakami, Norito;Kayode, Gbenga A;Karyani, Ali Kazemi;Keddie, Suzanne H;Keiyoro, Peter Njenga;Keller, Cathleen;Kemmer, Laura;Kendrick, Parkes J;Kereselidze, Maia;Khader, Yousef Saleh;Khafaie, Morteza Abdullatif;Khalid, Nauman;Khammarnia, Mohammad;Khan, Ejaz Ahmad;Khan, Gulfaraz;Khan, Maseer;Khang, Young-Ho;Khatab, Khaled;Khater, Amir M;Khater, Mona M;Khatib, Mahalaqua Nazli;Khayamzadeh, Maryam;Khazaei, Salman;Khazaie, Habibolah;Khodayari, Mohammad Taghi;Khoja, Abdullah T;Khubchandani, Jagdish;Khundkar, Roba;Kianipour, Neda;Kieling, Christian;Kim, Cho-Il;Kim, Daniel;Kim, Young-Eun;Kim, Yun Jin;Kimokoti, Ruth W;Kinfu, Yohannes;Kisa, Adnan;Kisa, Sezer;Kissimova-Skarbek, Katarzyna;Kissoon, Niranjan;Kivimaki, Mika;Kneib, Cameron J;Knibbs, Luke D;Knight, Megan;Knudsen, Ann Kristin Skrindo;Kocarnik, Jonathan M;Kochhar, Sonali;Koh, David SQ;Kohler, Stefan;Kolola, Tufa;Komaki, Hamidreza;Kopec, Jacek A;Korotkova, Anna V;Korshunov, Vladimir Andreevich;Kosen, Soewarta;Kotlo, Anirudh;Koul, Parvaiz A;Koyanagi, Ai;Kraemer, Moritz UG;Kravchenko, Michael A;Krishan, Kewal;Krohn, Kris J;Kromhout, Hans;Shaji, KS;Defo, Barthelemy Kuate;Bicer, Burcu Kucuk;Kugbey, Nuworza;Kulkarni, Vaman;Kumar, G Anil;Kumar, Manasi;Kumar, Nithin;Kumar, Pushpendra;Kumar, Vivek;Kumaresh, Girikumar;Kurmi, Om P;Kusuma, Dian;Kyu, Hmwe Hmwe;La Vecchia, Carlo;Lacey, Ben;Lal, Dharmesh Kumar;Lalloo, Ratilal;Lallukka, Tea;Lam, Jennifer O;Lami, Faris Hasan;Lan, Qing;Landires, Ivan;Lang, Justin J;Langan, Sinead M;Lansingh, Van Charles;Lansky, Sonia;Larson, Heidi Jane;Larson, Samantha Leigh;Larsson, Anders O;Lasrado, Savita;Lassi, Zohra S;Lau, Kathryn Mei-Ming;Lauriola, Paolo;Lavados, Pablo M;Lazarus, Jeffrey V;Leal, Lisiane F;Leasher, Janet L;Ledesma, Jorge R;Lee, Paul H;Lee, Shaun Wen Huey;Leever, Andrew T;LeGrand, Kate E;Leigh, James;Leonardi, Matilde;Lescinsky, Haley;Leung, Janni;Levi, Miriam;Lewington, Sarah;Li, Bingyu;Li, Shanshan;Lim, Lee-Ling;Lin, Christine;Lin, Ro-Ting;Linehan, Christine;Linn, Shai;Listl, Stefan;Liu, Hung-Chun;Liu, Shiwei;Liu, Simin;Liu, Xuefeng;Liu, Yang;Liu, Zichen;Lo, Justin;Lodha, Rakesh;Logroscino, Giancarlo;Looker, Katharine J;Lopez, Alan D;Lopez, Jaifred Christian F;Lopukhov, Platon D;Lorkowski, Stefan;Lotufo, Paulo A;Lozano, Rafael;Lu, Alton;Lucas, Tim CD;Lugo, Alessandra;Lunevicius, Raimundas;Lyons, Ronan A;Ma, Jianing;Machado, Daiane Borges;MacLachlan, Jennifer H;Madadin, Mohammed;Maddison, Emilie R;Maddison, Ralph;Madotto, Fabiana;Abd El Razek, Hassan Magdy;Abd El Razek, Muhammed Magdy;Mahasha, Phetole Walter;Mahdavi, Mokhtar Mahdavi;Mahmoudi, Morteza;Mai, Hue Thi;Majeed, Azeem;Malagon-Rojas, Jeadran N;Maled, Venkatesh;Maleki, Afshin;Maleki, Shokofeh;Malekzadeh, Reza;Malta, Deborah Carvalho;Mamun, Abdullah A;Manafi, Amir;Manafi, Navid;Manda, Ana Laura;Manguerra, Helena;Mansour-Ghanaei, Fariborz;Mansouri, Borhan;Mansournia, Mohammad Ali;Herrera, Ana M Mantilla;Mapoma, Chabila Christopher;Maravilla, Joemer C;Marks, Ashley;Martin, Randall V;Martini, Santi;Martins-Melo, Francisco Rogerlandio;Martopullo, Ira;Masaka, Anthony;Masoumi, Seyedeh Zahra;Massano, Joao;Massenburg, Benjamin Ballard;Mastrogiacomo, Claudia I;Mathur, Manu Raj;Matsush*ta, Kunihiro;Maulik, Pallab K;May, Erin A;Mazidi, Mohsen;McAlinden, Colm;McGrath, John J;Mckee, Martin;Medina-Solis, Carlo Eduardo;Meharie, Birhanu Geta;Mehndiratta, Man Mohan;Nasab, Entezar Mehrabi;Mehri, Fereshteh;Mehrotra, Ravi;Mehta, Kala M;Meitei, Wahengbam Bigyananda;Mekonnen, Teferi;Melese, Addisu;Memiah, Peter TN;Memish, Ziad A;Mendoza, Walter;Menezes, Ritesh G;Mengesha, Endalkachew Worku;Mengesha, Meresa Berwo;Mensah, George A;Mereke, Alibek;Mereta, Seid Tiku;Meretoja, Atte;Meretoja, Tuomo J;Mestrovic, Tomislav;Miazgowski, Bartosz;Miazgowski, Tomasz;Michalek, Irmina Maria;Mihretie, Kebadnew Mulatu;Miller, Ted R;Mills, Edward J;Milne, George J;Mini, GK;Miri, Mohammad;Mirica, Andreea;Mirrakhimov, Erkin M;Mirzaei, Hamed;Mirzaei, Maryam;Mirzaei, Roya;Mirzaei-Alavijeh, Mehdi;Misganaw, Awoke Temesgen;Mitchell, Philip B;Mithra, Prasanna;Moazen, Babak;Moghadaszadeh, Masoud;Mohajer, Bahram;Mohamad, Osama;Mohamadi, Efat;Mohammad, Dara K;Mohammad, Yousef;Mezerji, Naser Mohammad Gholi;Mohammadbeigi, Abolfazl;Mohammadian-Hafshejani, Abdollah;Mohammadifard, Noushin;Mohammadpourhodki, Reza;Mohammed, Ammas Siraj;Mohammed, Hussen;Mohammed, Jemal Abdu;Mohammed, Shafiu;Mohebi, Farnam;Bandpei, Mohammad A Mohseni;Mokari, Amin;Mokdad, Ali H;Molokhia, Mariam;Momen, Natalie C;Monasta, Lorenzo;Mondello, Stefania;Mooney, Meghan D;Moosazadeh, Mahmood;Moradi, Ghobad;Moradi, Masoud;Moradi-Joo, Mohammad;Moradi-Lakeh, Maziar;Moradzadeh, Rahmatollah;Moraga, Paula;Morales, Linda;Morawska, Lidia;Velasquez, Ilais Moreno;Morgado-da-Costa, Joana;Morrison, Shane Douglas;Mosapour, Abbas;Mosser, Jonathan F;Mouodi, Simin;Mousavi, Seyyed Meysam;Khaneghah, Amin Mousavi;Mueller, Ulrich Otto;Mukhopadhyay, Satinath;Mullany, Erin C;Mumford, John Everett;Munro, Sandra B;Muriithi, Moses K;Musa, Kamarul Imran;Mustafa, Ghulam;Muthupandian, Saravanan;Nabavizadeh, Behnam;Nabhan, Ashraf F;Naderi, Mehdi;Nagarajan, Ahamarshan Jayaraman;Nagel, Gabriele;Naghavi, Mohsen;Naghshtabrizi, Behshad;Naik, Gurudatta;Naimzada, Mukhammad David;Nair, Sanjeev;Najafi, Farid;Naldi, Luigi;Nandakumar, Vishnu;Nandi, Anita K;Nangia, Vinay;Nansseu, Jobert Richie;Naserbakht, Morteza;Nayak, Vinod C;Nazari, Javad;Ndejjo, Rawlance;Ndwandwe, Duduzile Edith;Negoi, Ionut;Negoi, Ruxandra Irina;Netsere, Henok Biresaw;Neupane, Subas;Ngari, Kiirithio N;Nguefack-Tsague, Georges;Ngunjiri, Josephine W;Nguyen, Cuong Tat;Nguyen, Diep Ngoc;Nguyen, Huong Lan Thi;Nguyen, Jason;Nguyen, Michele;Nguyen, Ming;Nguyen, Trang Huyen;Nichols, Emma;Nigatu, Dabere;Nigatu, Yeshambel T;Nikbakhsh, Rajan;Nikpoor, Amin Reza;Nixon, Molly R;Nnaji, Chukwudi A;Nomura, Shuhei;Norheim, Ole F;Norrving, Bo;Noubiap, Jean Jacques;Motlagh, Soraya Nouraei;Nowak, Christoph;Nsoesie, Elaine Okanyene;Nunez-Samudio, Virginia;Oancea, Bogdan;Odell, Christopher M;Ogbo, Felix Akpojene;Oghenetega, Onome Bright;Oh, In-Hwan;Okunga, Emmanuel Wandera;Oladnabi, Morteza;Olagunju, Andrew T;Olusanya, Bolajoko Olubukunola;Olusanya, Jacob Olusegun;Oluwasanu, Mojisola Morenike;Bali, Ahmed Omar;Omer, Muktar Omer;Ong, Kanyin L;Ong, Sokking;Onwujekwe, Obinna E;Oren, Eyal;Orji, Aislyn U;Orpana, Heather M;Ortega-Altamirano, Doris V;Ortiz, Alberto;Osarenotor, Osayomwanbo;Osei, Frank B;Ostojic, Sergej M;Ostroff, Samuel M;Oiu, Adrian O;Otstavnov, Nikita;Otstavnov, Stanislav S;Overland, Simon;Owolabi, Mayowa O;Section, Mahesh PA;Padubidri, Jagadish Rao;Pakhale, Smita;Pakhare, Abhijit P;Pakshir, Keyvan;Palladino, Raffaele;Pana, Adrian;Panda-Jonas, Songhomitra;Pandey, Anamika;Pangaribuan, Helena Ullyartha;Park, Eun-Kee;Park, James;Parmar, Priya G Kumari;Parry, Charles DH;Pasovic, Maja;Pasupula, Deepak Kumar;Patel, Jenil R;Patel, Sangram Kishor;Paternina-Caicedo, Angel J;Pathak, Ashish;Pathak, Mona;Patten, Scott B;Patton, George C;Paudel, Deepak;Paudel, Sagun;Paulson, Katherine R;Toroudi, Hamidreza Pazoki;Pease, Spencer A;Peden, Amy E;Pennini, Alyssa;Pepito, Veincent Christian Filipino;Peprah, Emmanuel K;Pereira, Alexandre;Pereira, David M;Pereira, Jeevan;Perico, Norberto;Pescarini, Julia Moreira;Pesudovs, Konrad;Pham, Hai Quang;Phillips, Michael R;Piccinelli, Cristiano;Pierce, Maxwell;Pigott, David M;Pilgrim, Thomas;Pilz, Tessa M;Pinheiro, Marina;Piradov, Michael A;Pirsaheb, Meghdad;Pishgar, Farhad;Plana-Ripoll, Oleguer;Plass, Dietrich;Pletcher, Martin;Pokhrel, Khem Narayan;Polibin, Roman V;Polinder, Suzanne;Polkinghorne, Kevan R;Pond, Constance Dimity;Postma, Maarten J;Pottoo, Faheem Hyder;Pourjafar, Hadi;Pourmalek, Farshad;Kalhori, Reza Pourmirza;Pourshams, Akram;Poznanska, Anna;Prada, Sergio I;Prakash, Sanjay;Prakash, V;Prasad, Narayan;Preotescu, Liliana;Pribadi, Dimas Ria Angga;Pupillo, Elisabetta;Quazi Syed, Zahiruddin;Rabiee, Mohammad;Rabiee, Navid;Radfar, Amir;Rafiee, Ata;Rafiei, Alireza;Raggi, Alberto;Rahim, Fakher;Rahimi-Movaghar, Afarin;Rahman, Mohammad Hifz Ur;Rahman, Muhammad Aziz;Rajabpour-Sanati, Ali;Rajati, Fatemeh;Rakovac, Ivo;Ram, Pradhum;Ramezanzadeh, Kiana;Rana, Saleem Muhammad;Ranabhat, Chhabi Lal;Ranta, Annemarei;Rao, Puja C;Rao, Sowmya J;Rasella, Davide;Rashedi, Vahid;Rastogi, Prateek;Rath, Goura Kishor;Rathi, Priya;Rawaf, David Laith;Rawaf, Salman;Rawal, Lal;Rawassizadeh, Reza;Rawat, Ramu;Razo, Christian;Boston, Sofia;Regassa, Lemma Demissie;Reiner, Robert C;Reinig, Nickolas;Reitsma, Marissa Bettay;Remuzzi, Giuseppe;Renjith, Vishnu;Renzaho, Andre MN;Resnikoff, Serge;Rezaei, Negar;Rezaei, Nima;Rezai, Mohammad Sadegh;Rezapour, Aziz;Rhinehart, Phoebe-Anne;Riahi, Seyed Mohammad;Ribeiro, Antonio Luiz P;Ribeiro, Daniel Cury;Ribeiro, Daniela;Rickard, Jennifer;Rivera, Juan A;Robalik, Toshana;Roberts, Nicholas LS;Roberts, Shaun;Robinson, Stephen R;Rodriguez-Ramirez, Sonia;Roever, Leonardo;Rolfe, Sam;Romoli, Michele;Ronfani, Luca;Room, Robin;Roshandel, Gholamreza;Rostamian, Morteza;Roth, Gregory A;Rothenbacher, Dietrich;Rubagotti, Enrico;Rumisha, Susan Fred;Rwegerera, Godfrey M;Saadatagah, Seyedmohammad;Sabour, Siamak;Sachdev, Perminder S;Saddik, Basema;Sadeghi, Ehsan;Sadeghi, Masoumeh;Saeedi, Reza;Moghaddam, Sahar Saeedi;Saeidi, Shahram;Safari, Yahya;Safi, Sare;Safiri, Saeid;Sagar, Rajesh;Sahebkar, Amirhossein;Sahraian, Mohammad Ali;Sajadi, S Mohammad;Salahshoor, Mohammad Reza;Salam, Nasir;Salama, Joseph S;Salamati, Payman;Zahabi, Saleh Salehi;Salem, Hosni;Salem, Marwa R;Salimi, Yahya;Salimzadeh, Hamideh;Salman, Omar Mukhtar;Salomon, Joshua A;Salz, Inbal;Samad, Zainab;Kafil, Hossein Samadi;Sambala, Evanson Zondani;Samy, Abdallah M;Sanabria, Juan;Sanchez-Pimienta, Tania G;Santomauro, Damian Francesco;Santos, Itamar S;Santos, Joao Vasco;Santric-Milicevic, Milena M;Saraswathy, Sivan Yegnanarayana Iyer;Sarmiento-Suarez, Rodrigo;Sarrafzadegan, Nizal;Sartorius, Benn;Sarveazad, Arash;Sathian, Brijesh;Sathish, Thirunavukkarasu;Sattin, Davide;Savic, Miloje;Sawyer, Susan M;Saxena, Deepak;Saxena, Sonia;Saylan, Mete;Sbarra, Alyssa N;Schaeffer, Lauren E;Schiavolin, Silvia;Schlaich, Markus P;Schmidt, Maria Ines;Schutte, Aletta Elisabeth;Schwebel, David C;Schwendicke, Falk;Seedat, Soraya;Sekerija, Mario;Senbeta, Anbissa Muleta;Senthilkumaran, Subramanian;Sepanlou, Sadaf G;Serdar, Berrin;Serre, Marc L;Servan-Mori, Edson;Sha, Feng;Shabani, Mahsima;Shackelford, Katya Anne;Shadid, Jamileh;Shafaat, Omid;Shahabi, Saeed;Shahbaz, Mohammad;Shaheen, Amira A;Shaikh, Masood Ali;Shalash, Ali S;Shams-Beyranvand, Mehran;Shamsi, MohammadBagher;Shamsizadeh, Morteza;Shannawaz, Mohammed;Sharafi, Kiomars;Sharafi, Zeinab;Sharara, Fablina;Sharifi, Hamid;Sharma, Rajesh;Shaw, David H;Sheena, Brittney S;Sheikh, Aziz;Sheikhtaheri, Abbas;Shetty, B Suresh Kumar;Shetty, Ranjitha S;Shibuya, Kenji;Shield, Kevin David;Shiferaw, Wondimeneh Shibabaw;Shigematsu, Mika;Shin, Jae Il;Shin, Min-Jeong;Shiri, Rahman;Shirkoohi, Reza;Shivakumar, KM;Shrime, Mark G;Shuval, Kerem;Siabani, Soraya;Sierpinski, Radoslaw;Sigfusdottir, Inga Dora;Sigurvinsdottir, Rannveig;Silva, Diego Augusto Santos;Silva, Joao Pedro;Simonetti, Biagio;Simpson, Kyle E;Singh, Ambrish;Singh, Jasvinder A;Singh, Pushpendra;Sinha, Dhirendra Narain;Skiadaresi, Eirini;Skou, Soren T;Skryabin, Valentin Yurievich;Sliwa, Karen;Smith, Amanda;Smith, Emma UR;Sobngwi, Eugene;Soheili, Amin;Sokhan, Anton;Soltani, Shahin;Somefun, Oluwaseyi Dolapo;Soofi, Moslem;Sorensen, Reed JD;Soriano, Joan B;Sorrie, Muluken Bekele;Soshnikov, Sergey;Soyiri, Ireneous N;Spencer, Cory N;Spotin, Adel;Spurlock, Emma Elizabeth;Sreeramareddy, Chandrashekhar T;Srinivasan, Vinay;Sripada, Kam;Stanaway, Jeffrey D;Stark, Benjamin A;Steel, Nicholas;Stefan, Simona Catalina;Stein, Caroline;Stein, Dan J;Steiner, Caitlyn;Steiner, Timothy J;Steuben, Krista M;Stockfelt, Leo;Stokes, Mark A;Stovner, Lars Jacob;Straif, Kurt;Stranges, Saverio;Stubbs, Jacob L;Suchdev, Parminder S;Sudaryanto, Agus;Sufiyan, Mu'awiyyah Babale;Suleria, Hafiz Ansar Rasul;Abdulkader, Rizwan Suliankatchi;Sulo, Gerhard;Sultan, Iyad;Swope, Carolyn B;Sykes, Bryan L;Sylte, Dillon O;Szocska, Miklos;Szumowski, Lukasz;Tabares-Seisdedos, Rafael;Tabb, Karen M;Tabuchi, Takahiro;Tadakamadla, Santosh Kumar;Taddele, Biruk Wogayehu;Tadesse, Degena Bahrey;Taherkhani, Amir;Tahir, Zarfishan;Tajdini, Masih;Takahashi, Ken;Takala, Jukka S;Tamiru, Animut Tagele;Tang, Muming;Tanser, Frank C;Tareque, Md Ismail;Tarigan, Ingan Ukur;Taveira, Nuno;Taylor, Heather Jean;Teagle, Whitney L;Teame, Hirut;Tediosi, Fabrizio;Tefera, Yonas Getaye;Tehrani-Banihashemi, Arash;Teklehaimanot, Berhane Fseha;Tela, Freweini Gebrearegay;Temsah, Mohamad-Hani;Terrason, Sonyah;Tesema, Getayeneh Antehunegn;Tessema, Zemenu Tadesse;Thakur, Bhaskar;Thankappan, Kavumpurathu Raman;Thapar, Rekha;Thomas, Nihal;Thomson, Azalea M;Thrift, Amanda G;Thurston, George D;Titova, Mariya Vladimirovna;Tlou, Boikhutso;Tohidinik, Hamid Reza;Tonelli, Marcello;Topor-Madry, Roman;Topouzis, Fotis;Torre, Anna E;Touvier, Mathilde;Tovani-Palone, Marcos Roberto;Traini, Eugenio;Tran, Bach Xuan;Travillian, Ravensara;Trias-Llimos, Sergi;Troeger, Christopher 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Five insights from the Global Burden of Disease Study 2019. Lancet; 2020; Vol. 396; iss. 10258; pp. 1135 - 1159 keyboard_arrow_downLIRIAS3264689
description
The Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2019 provides a rules-based synthesis of the available evidence on levels and trends in health outcomes, a diverse set of risk factors, and health system responses. GBD 2019 covered 204 countries and territories, as well as first administrative level disaggregations for 22 countries, from 1990 to 2019. Because GBD is highly standardised and comprehensive, spanning both fatal and non-fatal outcomes, and uses a mutually exclusive and collectively exhaustive list of hierarchical disease and injury causes, the study provides a powerful basis for detailed and broad insights on global health trends and emerging challenges. GBD 2019 incorporates data from 281 586 sources and provides more than 3·5 billion estimates of health outcome and health system measures of interest for global, national, and subnational policy dialogue. All GBD estimates are publicly available and adhere to the Guidelines on Accurate and Transparent Health Estimate Reporting. From this vast amount of information, five key insights that are important for health, social, and economic development strategies have been distilled. These insights are subject to the many limitations outlined in each of the component GBD capstone papers.
Publisher: Elsevier
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journal-article
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Ludovica;Caldarelli, Massimo;Massimi, Luca;Tamburrini, Gianpiero;Inzitari, Rosanna;Fanali, Chiara;Cabras, Tiziana;Messana, Irene;Castagnola, Massimo;Di Rocco, Concezio;Muller, Hermann;Gebhardt, Ursel;Wessel, Verena;Schroder, Sabine;Kolb, Reinhard;Sorensen, Niels;Maroske, Jorn;Hanisch, Ernst;Muller, Hermann;Gebhardt, Ursel;Schroder, Sabine;Pohl, Fabian;Kortmann, Rolf-Dieter;Faldum, Andreas;Warmuth-Metz, Monika;Pietsch, Thorsten;Sorensen, Niels;Muller, Hermann;Gebhardt, Ursel;Schroder, Sabine;Pohl, Fabian;Kortmann, Rolf-Dieter;Emser, Angela;Faldum, Andreas;Warmuth-Metz, Monika;Pietsch, Thorsten;Sorensen, Niels;Muller, Hermann L;Gebhardt, Ursel;Schroder, Sabine;Sorensen, Niels;Cavalheiro, Sergio;Ierardi, Daniela;Pinhal, Maria Aparecida;Martins, João Roberto;Jasiulionis, Miriam;Molognoni, Fernanda;Silva, Nasjla;Fernandes, Maria José;Toledo, Silvia;Akalan, Nejat;Bilginer, Burcak;Cila, Aysegul;Fitzek, Markus;Chang, Andrew;Roach, Kim;O’Ryan-Blair, Avril;Thornton, Allan;Alapetite, Claire;Habrand, Jean-Louis;Noel, George;Nauraye, Catherine;Puget, Stephanie;Sainte-Rose, Christian;Brisse, Hervé;Boddaert, Nathalie;Vannier, Anne Laurent;Zerah, Michel;Grill, Jacques;Doz, François;Bey, Pierre;Keating, Gesina F;Habiby, Reema;Tomita, Tadanori;Muller, Hermann;Gebhardt, Ursel;Schroder, Sabine;Teske, Carmen;Kolb, Reinhard;Calaminus, Gabriele;Wiener, Andreas;Müller, Hermann L;Gebhardt, Ursel;Calaminus, Gabriele;Muller, Hermann;Gebhardt, Ursel;Schroder, Sabine;Hunneman, Donald;Roth, Christian;Gomi, Akira;Takahashi, Hiroshi;Mashiko, Toshihiro;Watanabe, Eiju;Douglas, James;Weber, Zachary;Ojemann, Jeffrey;Avellino, Anthony;James, Olson;Ellenbogen, Richard;Geyer, J Russell;Zacharoulis, Stergios;Ashley, Susan;Hargrave, Darren;Gentet, Jean Claude;Tabori, Uri;Massimino, Maura;Frappaz, Didier;Merchant, Thomas;Boop, Frederick;Laningham, Fred;Gajjar, Amar;Kun, Larry;Sanford, Robert;Madden, Jennifer;Handler, Michael;Hemenway, Molly;Liu, Arthur;Foreman, Nicholas;Ellison, David;Kocak, Mehmet;Figarella-Branger, Dominique;Giangaspero, Felice;Godfraind, Catherine;Pietsch, Torsten;Wei, Zhao;Frappaz, Didier;Massimino, Maura;Boyett, James;Grundy, Richard;Donson, Andrew;Birks, Diane;Handler, Michael;Qi, Wei;Foreman, Nicholas;Conter, Cécile;Carrie, Christian;Bernier, Valérie;Geoffray, Anne;Plantaz, Dominique;Gentet, Jean Claude;Chabaud, Sylvie;Ruchoux, Marie Madeleine;Frappaz, Didier;Hukin, Juliette;Ailon, Tamir;Yip, Stephen;Yamash*ta, Tami;Sargent, Michael;Singhal, Ashtosh;Hendson, Glenda;Fryer, Chris;Goddard, Karen;Xie, Hehuang;De Fatima Bonaldo, Maria;Wang, Min;Rajaram, Veena;McCabe, Chris D;Stellpflug, Wendy;Goldman, Stewart;Tomita, Tadanori;Soares, Marcelo Bento;Massimino, Maura;Gandola, Lorenza;Garré, Maria Luisa;Genitori, Lorenzo;Modena, Piergiorgio;Poggi, Geraldina;Forni, Marco;Scarzello, Giovanni;Mascarin, Maurizio;Sardi, Iacopo;Giangaspero, Felice;Ben Arush, Myriam;Postovsky, Sergey;Goldsher, Dorit;Guilburd, Joseph;Constantini, Shlomi;Perek, Danuta;Drogosiewicz, Monika;Perek-Polnik, Marta;Dembowska-Bagiñska, Bozena;Grajkowska, Wieslawa;Peregud-Pogorzelski, Jaroslaw;Urasinski, Tomasz;Wysocki, Mariusz;Zalewska-Szewczyk, Beata;Wojcik, Dorota;Chybicka, Alicja;Sangra, Meharpal;Mallucci, Connor;Ross, Jerard;Macarthur, Donald;Chong, Kling;Hayward, Richard;Grundy, Richard;Cox, Tim;Tabori, Uri;Ma, Jing;Shago, Mary;Alon, Noa;Rutka, James;Bouffet, Eric;Bartels, Ute;Malkin, David;Hawkins, Cynthia;Bryant, Nichole;Fiveash, John;Wellons, John;Blount, Jeffrey;Oakes, Jerry;Reddy, Alyssa;Kundu, Reena;Jameson, Elisabeth;Kamaly-Asl, Ian;Gattamaneni, Rao;Estlin, Eddy;Scheinemann, Katrin;Bartels, Ute;Huang, Annie;Hawkins, Cynthia;Bouffet, Eric;Tabori, Uri;Tihan, Tarik;Morgan, Lloyd;Buffler, Patricia;Bondy, Melissa;Mckean-Cowdin, Roberta;Wrensch, Margaret;Malmer, Beatrice;Crooks, Bruce;Keene, Daniel;Carret, Anne-Sophie;Bartels, Ute;Eisenstat, David;Fryer, Christophe;Lafay-Cousin, Lucie;Larouche, Valerie;Moghrabi, Albert;Silva, Mariana;Zelcer, Shayna;Bouffet, Eric;Bondy, Melissa;Ramirez, Vanessa;Propp, Jennifer;Mccarthy, Bridget;Mccarthy, Bridget;Propp, Jennifer;Villano, J Lee;Mccarthy, Bridget;Burger, Peter;Mccarthy, Bridget;Propp, Jennifer;Chan, Chi Fung Godfrey;Shing, Matthew Ming-Kong;Yuen, Hui-Leung;Lee, Anselm Chi-Wai;Li, Chi-Keung;Luk, Chung-Wing;Ha, Shau-Yin;Li, Chi-Kong;Partap, Sonia;Von Behren, Julie;Maclean, Jane;Fisher, Paul;Reynolds, Peggy;Okcu, Mehmet;Barahmani, Nadia;Carpentieri, Sarah;Li, Xiao-Nan;Wang, Tao;Cao, Yumei;Howe, Laura;Kilburn, Lindsay;Chintagumpala, Murali;Lau, Ching;Woods-Swafford, Wendy;Kuttesch, John;Barnholtz-Sloan, Jill;Cruz, Ofelia;Pérez, Noelia;Rodriguez, Eva;Medina, Marylin;Suñol, Mariona;Victoria, Cusi;De Torres, Carmen;Garcia-Fructuoso, Gemma;Guillen, Antonio;Navarro, Ramon;Costa, Josep Maria;Parareda, Andreu;Mora, Jaume;Il’Yasova, Dora;Buffler, Patricia;Shay, Vered;Beni, Liana;Constantini, Shlomi;Maclean, Jane;Von Behren, Julie;Partap, Sonia;Fisher, Paul;Reynolds, Peggy;English, Martin;Parkes, Sheila;Paul, Davies;Peet, Andrew;Wojcik, Dorota;Niedzielska, Ewa;Sega-Pondel, Dorota;Zelcer, Shayna;Keene, Daniel;Carret, Anne-Sophie;Crooks, Bruce;Eisenstat, David;Johnston, Donna;Fryer, Chris;Lafay-Cousin, Lucie;Larouche, Valerie;Moghrabi, Albert;Wilson, Beverly;Whitton, Anthony;Bouffet, Eric;Keene, Daniel;Lafay-Cousin, Lucie;Carret, Anne-Sophie;Crooks, Bruce;Eisenstat, David;Fryer, Chris;Johnston, Donna;Larouche, Valerie;Moghrabi, Albert;Silva, Mariana;Wilson, Barbara;Zelcer, Shayna;Bouffet, Eric;Buffler, Patricia;Tihan, Tarik;Afzal, Samina;Wherrett, Diane;Bartels, Ute;Tabori, Uri;Huang, Annie;Stephens, Derek;Bouffet, Eric;Teo, Wan-Yee;Tan, Ah-Moy;Chan, Mei-Yoke;Sethi, Vk;Seow, Wan-Tew;Koga, Tomoyuki;Mishima, Kazuhiko;Nishikawa, Ryo;Usui, Masaaki;Matsutani, Masao;Byung-Kyu, Cho;Nunes, Sofia;Azevedo, Ana;Salgado, Duarte;Pereira, Filomena;Neto, Ana;Chagas, Mário;Calaminus, Gabriele;Frappaz, Didier;Kortmann, Rolf-Dieter;Garré, Maria Luisa;Alapetite, Claire;Ricardi, Umberto;Saran, Frank;Nicholson, James;Alderete, Daniel;Cuccia, Vicente;Raslawski, Elsa;Lubienieki, Fabiana;Gomez, Jaqueline Avalos;Zubizarreta, Pedro;Cachavilano, Walter;Podda, Antonello;Maciel, Macello;Lewis, Noelina;Barredo, Julio;Murray, Matthew;Palmer, Roger;Muralidhar, Balaji;Thornton, Claire;Nicholson, James;Coleman, Nicholas;O’Neil, Sharon;Finlay, Jonathan;Azoff, Jaye;Sposto, Richard;Sands, Stephen;Steinlauf, Shulamit;Nasta, Aarti;Krieger, Mark;Mccomb, Gordon;Olch, Arthur;Robert, Lavey;Calaminus, Gabriele;Alapetite, Claire;Frappaz, Didier;Kortmann, Rolf-Dieter;Garré, Maria Luisa;Saran, Frank;Ricardi, Umberto;Nicholson, James;Takano, Shingo;Osuka, Satoru;Muroi, Ai;Mashiko, Ryota;Yamamoto, Tetsuya;Matsumura, Akira;Matsutani, Masao;Tseng, Chen Kan;Jaing, Tang Her;Pai, Ping Ching;Lin, Shinn-Yn;Finlay, Jonathan;Krieger, Mark;Nasta, Arti;Gonzalez-Gomez, Ignacio;Jubran, Rima;Erdreich-Epstein, Anat;Marachelian, Araz;Dhall, Girish;Mccomb, Gordon;Olch, Arthur;Britt, Barbara;Sposto, Richard;Lavey, Robert;Ashley, David;Bandopadhayay, Pratiti;Kirby, Maria;Sullivan, Michael;Houlihan, Jennifer;Cohn, Richard;Hassall, Timothy;Butturini, Anna;Jacob, Mary;Marachelian, Araz;Finlay, Jonathan;Massimino, Maura;Spreafico, Filippo;Luksch, Roberto;Simonetti, Fabio;Cefalo, Graziella;Podda, Marta;Casanova, Michela;Ferrari, Andrea;Terenziani, Monica;Meazza, Cristina;Polastri, Daniela;Poggi, Geraldina;Bellani, Franca Fossati;Gandola, Lorenza;Rosenfeld, Amy;Rademaker, Alfred;Schaefer, Colleen;Fouts, Molly;Duerst, Reggie;Jacobsohn, David;Kletzel, Morris;Stewart, Goldman;Dufour, Christelle;Couanet, Dominique;Figarella-Branger, Dominique;Carrie, Christian;Doz, Francois;Frappaz, Didier;Gentet, Jean Claude;Leblond, Pierre;Chastagner, Pascal;Sainte-Rose, Christian;Raquin, Marie-Anne;Grill, Jacques;Kalifa, Chantal;Gilheeney, Stephen;Dunkel, Ira;Khakoo, Yasmin;Souweidane, Mark;Wolden, Suzanne;Boulad, Farid;Kushner, Brian;Haley, Kelley;Dhall, Girish;Ji, Lingyun;Sposto, Richard;Finlay, Jonathan;Rao, Mahil;Woerner, Mark;Perry, Arie;Rubin, Joshua;Baxter, Patricia;Dhar, Shweta;Mian, Asad;Noll, Claire;Allen, Carl;Dauser, Robert;Adesina, Adekunle;Paulino, Arnold;Lau, Ching;Plon, Sharon E;Chintagumpala, Murali;Barrow, Jennifer;Adamowicz-Brice, Martyna;Lowe, James;Robson, Keith;Brown, Helen;Coyle, Beth;Grundy, Richard;Sollier, Caroline;Faury, Damien;Gao, Yuanyuan;Barnett, David;Dunn, Sandra;Nada, Jabado;Van Gool, Stefaan;Rutkowski, Stefan;Kaempgen, Eckhart;Wolff, Johannes;Wagner, Sabine;Van Calenbergh, Frank;Kramm, Christof;Ardon, Hilko;De Vleeschouwer, Steven;Barton, Valerie;Donson, Andrew;Birks, Diane;Foreman, Nicholas;Handler, Michael;Liu, Arthur;Karremann, Michael;Butenhoff, Sandra;Rausche, Ulrike;Pietsch, Torsten;Wolff, Johannes;Kramm, Christof;Puget, Stephanie;Dessen, Philippe;Job, Bastien;Scott, Veronique;Richon, Catherine;Lazar, Vladimir;Varlet, Pascale;Boddaert, Nathalie;Miquel, Catherine;Sainte-Rose, Christian;Doz, Francois;Grill, Jacques;Vassal, Gilles;Lasky, Joseph;Liau, Linda;Prins, Robert;Moore, Theodore;Cohen, Kenneth;Patel, Neha;Showman, Adam;Haley, Kelley;Siegel, Melissa;Gardner, Sharon;Hukin, Juliette;Sullivan, Michael;Cornelius, Albert;Mccowage, Geoffrey;Allen, Jeffrey;Ji, Lingyun;Sposto, Richard;Finlay, Jonathan;Perek, Danuta;Drogosiewicz, Monika;Dembowska-Bagiñska, Bozenna;Perek-Polnik, Marta;Sobol, Grazyna;Szolkiewicz, Anna;Balcerska, Anna;Wojcik, Dorota;Chybicka, Alicja;Wisniewska-Slusarz, Hanna;Kowalczyk, Jerzy;Zalewska-Szewczyk, Beata;Balwierz, Walentyna;Harris, Lisa;Macpherson, Lesley;Auer, Dorothee;Arvanitis, Theodoros;Hargrave, Darren;Howe, Franklin;Jaspan, Tim;Leach, Martin;Natarajan, Kal;Morgan, Paul;Payne, Geoffrey;Saunders, Dawn;Grundy, Richard;Peet, Andrew;Shah, Asma;Saran, Frank;Cook, Gary;Hargrave, Darren;Berényi, Ervin;Novák, László;Bognár, László;Molnár, Péter;De Oliveira, Satiro;Gonzalez-Gomez, Ignacio;Panigrahy, Ashok;Krieger, Mark;Nelson, Marvin;Mccomb, Gordon;Lavey, Robert;Finlay, Jonathan;Dhall, Girish;Herrington, Betty;Silvera, Michelle;Chen, Yen-Lin;Goumnerova, Liliana;Scott, Michael;Kieran, Mark;Ullrich, Nicole;Boddaert, Nathalie;Puget, Stephanie;Miquel, Catherine;Grill, Jacques;Brunelle, Francis;Sainte-Rose, Christian;Varlet, Pascale;Panigrahy, Ashok;Finlay, Jonathan;Nelson, Marvin;Krieger, Mark;Gonzalez-Gomez, Ignacio;Gilles, Floyd;Bluml, Stefan;Harris, Lisa;Davies, Nigel;Macpherson, Lesley;Lateef, Shaheen;Natarajan, Kal;Brundler, Marie-Anne;Sgouros, Spyros;English, Martin;Arvanitis, Theodoros;Grundy, Richard;Peet, Andrew;Steffen-Smith, Emilie;Albert, Paul;Warren, Katherine;Glick, Roberta;Lee, Sang;Curran, John;Tomita, Tadanori;Ito, Joy;Lichtor, Terry;Alperin, Noam;Rueckriegel, Stefan;Blankenburg, Friederike;Henze, Guenter;Bruhn, Harald;Driever, Pablo Hernaiz;Grosse, Frederik;Plotkin, Michail;Guggemos, Andreas;Henze, Guenter;Driever, Pablo Hernaiz;Windelberg, Mareike;Warmuth-Metz, Monika;Bode, Udo;Bach, Ferdinand;Fleischhack, Gudrun;O’Tuama, Lorcan;Meza, Manuel;Gidding, Corrie;Janssens, Geert;Van Lindert, Erik;Erasmus, Corrie;Oyen, Wim;Porto, Luciana;Preibisch, C;Kieslich, M;Bartels, M;Lehrnbecher, T;Zanella, F;Laskov, Mikhail;Dolgopolov, Igor;Mentkevich, George;Ozerov, Sergei;Glekov, Viktor;Vysochin, Igor;Satanin, Leonid;Subbotina, Natasha;Boyarshinov, Vasili;Budarin, Mikhail;Gorelyshev, Sergei;Yankelevich, Maxim;Dewire, Mariko;Ellison, David;Mckinnon, Peter;Gajjar, Amar;Sanders, Robert;Slavc, Irene;Czech, Thomas;Brandl, Mario;Haberler, Christine;Woehrer, Adelheid;Peyrl, Andreas;Dieckmann, Karin;Prayer, Daniela;Serowka, Kathryn;Chiu, Yvonne;Gonzalez-Gomez, Ignacio;Gilles, Floyd;Mccomb, Gordon;Krieger, Mark;Lavey, Robert;Dhall, Girish;Britt, Barbara;Ji, Lingyun;Sposto, Richard;Finlay, Jonathan;Ashley, David;Nancy, Lyon;Melanie, Bonner;Michael, Msall;Zhou, Tianni;Strother, Douglas;Merchant, Thomas;Geyer, Russell;Pollack, Ian;Duffner, Patricia;Straeter, Ronald;Jeibmann, Astrid;Brentrup, Angela;Paulus, Werner;Fruehwald, Michael C;Grill, Jacques;Kababri, Maria El;Ridola, Vita;Dhermain, Frederic;Valteau-Couanet, Dominique;Puget, Stephanie;Couanet, Dominique;Basher, Sharmin;Kalpatthi, Ramasubramanian;Giglio, Pierre;Tuite, Gerald;Besenski, Nada;Johnston, Donna;Keene, Daniel;Bartels, Ute;Carret, Anne-Sophie;Crooks, Bruce;Eisenstat, David;Fryer, Chris;Lafay-Cousin, Lucie;Larouche, Valerie;Moghrabi, Albert;Wilson, Beverly;Zelcer, Shayna;Bouffet, Eric;Sanders, Robert;Schaiquevich, Paula;Broniscer, Alberto;Morris, Brannon;Simmons, Andrea;Gajjar, Amar;Stewart, Clinton;Gerber, Nicolas;Von Hoff, Katja;Treulieb, Wiebke;Warmuth-Metz, Monika;Pietsch, Torsten;Soerensen, Niels;Benesch, Martin;Faldum, Andreas;Emser, Angela;Deinlein, Frank;Kortmann, Rolf-Dieter;Rutkowski, Stefan;Ashley, David;Merchant, Thomas;Zhou, Tianni;Coleman, Lee;Pollack, Ian;Duffner, Patricia;Burger, Peter;Miller, Douglas;Buxton, Allen;Douglas, Strother;Solanki, Guirish;Ushewokunze, Shungu;English, Martin;Walsh, Richard;Sgouros, Spyros;Kay, Andrew;Hockley, Anthony;Rutkowski, Stefan;Von Hoff, Katja;Emser, Angela;Garré, Maria Luisa;Walker, David;Grundy, Richard;Dhall, Girish;Finlay, Jonathan;Grill, Jacques;Natsumeda, Manabu;Yoshimura, Junichi;Nishiyama, Kenichi;Takachi, Takayuki;Imai, Chihaya;Fujii, Yukihiko;Armstrong, Gregory;Whitton, John;Leisenring, Wendy;Chow, Eric;Gajjar, Amar;Kun, Larry;Robison, Leslie;Sklar, Charles;Caceres, Adrian;Tomita, Tadanori;Ward, Catherine;Gumley, Dianne;Phipps, Kim;De Souza, Carlos;Carlson-Green, Bonnie;Oliver, Janet;Finkelstein, Marsha;Liu, Meixia;Chen, Song;Conklin, Heather;Khan, Raja;Reddick, Wilburn;Lawford, Joanne;Howard, Scott;Morris, Brannon;Brown, Ronald;Bonner, Melanie;Wu, Shengjie;Xiong, Xiaoping;Mulhern, Raymond;Jackson, Jessica;Davies, K;Khan, SS;Martin, N;Greenwood, RJ;Cipolotti, L;Spoudeas, HA;Habiby, Reema;Josefson, Jami;Zimmerman, Donald;Kreiter, Mary;Fangusaro, Jason;Goldman, Stewart;Tomita, Tadanori;Charrow, Joel;Listernick, Robert;Poggi, Geraldina;Adduci, Annarita;Galbiati, Susanna;Liscio, Mariarosaria;Massimino, Maura;Gandola, Lorenza;Rey-Casserly, Celiane;Chordas, Christine;Liptak, Cori;Ullrich, Nicole;Pomeroy, Scott;Goumnerova, Liliana;Kieran, Mark;Turner, Christopher;Sands, Stephen;Oberg, Jennifer;Gardner, Sharon;Finlay, Jonathan;Sd, Chandra;Singh, Anit;Singh, Vinay;Azizi, Amedeo;Leiss, Ulrike;Dressler, Anastasia;Gupper, Astrid;Peyrl, Andreas;Czech, Thomas;Dieckmann, Karin;Slavc, Irene;Gumley, Dianne;Phipps, Kim;Haslop, Maisy;Michalski, Antony;Sands, Stephen;Zhou, Tianni;Chen, Zhengjia;O’Neil, Sharon;Finlay, Jonathan;Bernabeu, Jordi;Cañete, Adela;Fournier, Concepcion;Almerich, Gonzalo;Suarez, Jesus;Castel, Victoria;Gupper, Astrid;Bandion, Sandra;Slavc, Irene;Dieckmann, Karin;Schatzl, Georg;Häusler, Gabriele;Palmer, Shawna;Reddick, Wilburn;Glass, John;Dana, Wallace;Gajjar, Amar;Panesar, Gurkirat;Hann, Gail;Wright, Anna;Kamaly-Asl, Ian;Gattamaneni, Rao;Estlin, Eddy;Vriezen, Ellen;Cataudella, Danielle;Downie, Andrea;Cairney, A Elizabeth L;Terterov, Sergei;Krieger, Mark;Finlay, Jonathan;Mccomb, Gordon;Kramer, Kim;Kushner, Brian;Modak, Shakeel;Pandit-Taskar, Neeta;Smith-Jones, Peter;Zanzonico, Pat;Humm, John;Wolden, Suzanne;Souweidane, Mark;Larson, Steven;Cheung, Nai-Kong;Reichling, Stefanie;Windelberg, Mareike;Zimmermann, Martina;Warmuth-Metz, Monika;Pietsch, Torsten;Jaehde, Ulrich;Rutkowski, Stefan;Bode, Udo;Fleischhack, Gudrun;Crooks, Bruce;Mcneely, Daniel;Gaskin, David;Bartels, Ute;Holm, Stefan;Ohlsson, Ingrid;Gustavsson, Bengt;Stoedberg, Tommy;Orrego, Abiel;Jacobsson, Bjoern;Mosskin, Mikael;Kramer, Kim;Smith-Jones, Peter;Humm, John;Zanzonico, Pat;Pandit-Taskar, Neeta;Modak, Shakeel;Kushner, Brian;Gerald, William;Dunkel, Ira;Khakoo, Yasmin;Souweidane, Mark;Larson, Steven;Cheung, Nai-Kong;Janss, Anna;Miller, Wessley;Palasis, Susan;Burger, Peter;Brat, Daniel J;Wrubel, David;Reisner, Andrew;Atkinson, Denis;Mazewski, Claire;Davidson, Tom;Gonzalez-Gomez, Ignacio;Panigrahy, Ashok;Krieger, Mark;Nelson, Marvin;Mccomb, Gordon;Finlay, Jonathon;Dhall, Girish;Peyrl, Andreas;Sauermann, Robert;Traunmueller, Friederike;Azizi, Amedeo;Slavc, Irene;Slavc, Irene;Gruber-Olipitz, Mariella;Minichmayr, Elke;Peyrl, Andreas;Azizi, Amedeo;Czech, Thomas;Stokland, Tore;Robinson, Kathryn;Fen, Liu Jo;James, Ironside;Ellison, David;Taylor, Roger;Lucas, Jennie;Picton, Sue;Parker, Terence;Walker, David;Massimino, Maura;Spreafico, Filippo;Giangaspero, Felice;Gandola, Lorenza;Riva, Daria;Poggi, Geraldina;Biassoni, Veronica;Solero, Carlo;Genitori, Lorenzo;Casanova, Michela;Carret, Anne-Sophie;Keene, Daniel;Bartels, Ute;Crooks, Bruce;Eisenstat, David;Fryer, Christophe;Lafay-Cousin, Lucie;Larouche, Valerie;Moghrabi, Albert;Silva, Mariana;Wilson, Beverley;Zelcer, Shayna;Bouffet, Eric;Scheinemann, Katrin;Bartels, Ute;Huang, Annie;Hawkins, Cynthia;Bouffet, Eric;Tabori, Uri;Scheinemann, Katrin;Bartels, Ute;Huang, Annie;Hawkins, Cynthia;Bouffet, Eric;Tabori, Uri;Lueth, Maria;Wronski, Lena;Henze, Guenter;Pietsch, Torsten;Von Deimling, Andreas;Driever, Pablo Hernaiz;Foreman, Nicholas;Birks, Diane;Barton, Valerie;Donson, Andrew;Packer, Roger;Macdonald, Tobey;Horn, Marianna;Rood, Brian;Jakacki, Regina;Fisher, Michael;Cohen, Bruce;Chong, Amy Lee;Bouffet, Eric;Huang, Annie;Bartels, Ute;Kebudi, Rejin;Ayranci, Ozen;Tuncer, Samuray;Ayan, Inci;Peksayar, Gonul;Gorgun, Ömer;Darendeliler, Emin;Agaoglu, Fulya Yaman;Schomas, David;Laack, Nadia;Schomberg, Paula;Brown, Paul;Burzynski, Stanislaw;Weaver, Robert;Janicki, Tomasz;Walczak, Marek;Szymkowski, Barbara;Samuel, Shiney;Bouffet, Eric;Jakacki, Regina;Goldman, Stewart;Hargrave, Darren;Shroff, Manohar;Hukin, Juliette;Bartels, Ute;Farley, Shannon;Baruchel, Sylvain;Garvin, James;Komotar, Ricardo;Levine, Jennifer;Anderson, Richard;Feldstein, Neil;Bristol, Ruth;Krieger, Mark;Taghva, Alexander;Finlay, Jonathan;Mccomb, Gordon;Nunes, Sofia;Salgado, Duarte;Chagas, Mário;Taylor, Timothy;Jaspan, Tim;Milano, Giuseppe Maria;Gregson, Richard;Parker, Terence;Ritzmann, Timothy;Benson, Charlotte;Walker, David;Ater, Joann;Holmes, Emi;Zhou, Tianni;Mazewski, Claire;Roberts, William;Vezina, Gilbert;Booth, Timothy;Freyer, David;Kadota, Richard;Jakacki, Regina;Packer, Roger;Prados, Michael;Pollack, Ian;Berrak, Su;Yenice, Ozlem;Canpolat, Cengiz;Ozek, Memet;Kordes, Uwe;Von Hornstein, Stephan;Thieme, Barbara;Breitmoser-Greiner, Sabine;Gnekow, Astrid;Gnekow, Astrid;De Salvo, Gian Luca;Thieme, Barbara;Von Hornstein, Stephan;Perilongo, Giorgio;Stokland, Tore;Sandstrom, Per Eric;Slavc, Irene;Helgestad, Jon;Goette, Heiko;Grill, Jacques;Kortmann, Rolf-Dieter;Walker, David;Niranjan, Ajay;Kano, Hideyuki;Kondziolka, Douglas;Flickinger, John;Pollack, Ian;Jakacki, Regina;Lunsford, L Dade;Thieme, Barbara;Von Hornstein, Stephan;Pietsch, Torsten;Warmuth-Metz, Monika;Emser, Angela;Berkefeld, Susanne;Kortmann, Rolf-Dieter;Gnekow, Astrid;Bowers, Daniel;El-Khashab, Yasmin M;Gargan, Lynn;Sehested, Astrid;Nysom, Karsten;Wagner, Aase;Bøgeskov, Lars;Hauerberg, John;Laursen, Henning;Broholm, Helle;Cappellano, Andréa;Saba, Nasjla;Bouffet, Eric;Cavalheiro, Sergio;Carmona, Poliana;Thieme, Barbara;Von Hornstein, Stephan;Goette, Heiko;Kortmann, Rolf-Dieter;Gnekow, Astrid;Spoljaric, Debra;Serice, Heather;Hauff, Marnie;King, Allison;Cincotta, Nancy;Moore, Tracy;Jameson, Elisabeth;Kundu, Reena;Kamaly-Asl, Ian;Gattamaneni, Rao;Estlin, Eddy;Chiang, I-Tsun;Yen, Sang-Hue;Wong, Tai-Tong;Chen, Yi-Wei;Chu, Ya-Chun;Chiang, I-Tsun;Kao, Ming-Lin;Chou, Yu-Chieh;Li, Yi-Feng;Chen, Ko-Chia;Chen, Shiou-Ru;Stephen, Angela;Moore, Tracy;Goncalves, Maria;Lederman, Henrique;Silva, Nasjla;Cappellano, Andrea;Cavalheiro, Sergio;Radzinsky, Tatiana;Menezes, Fernanda;Neto, Isabella;Chiari, Brasilia;Arsenault, Tffany;Stewart, Greg;Strother, Douglas;Lafay-Cousin, Lucie;Ward, Evelyn;Hopkins, Monica;Nicola, Williams;Lesley, Arbuckle;Bujkiewicz, Sylwia;Pizer, Barry;Estlin, Edward;Picton, Susan;Orjuela, Manuela;Sotolongo, Monica;Ladas, Elena;Dudeck, Lindsey;Stark, Eileen;Garvin, James;Urbon, Andrea;Casey, Kristin;Knight, Peter;Puccetti, Diane;Lazar, Martina Bürger;Sacks, Nancy;Lange, Beverly;Wallace, Beth;Quillen, Joanne;Schmus, Cindy;Pietsch, John;Rheingold, Susan;Hoeppner, Corrine;Morgan, Tiffany;Chordas, Christine;Cohen, Laurie E;Marcus, Karen;Chi, Susan;Stratton, Nancy;Turner, Christopher D;Talbot, Louise;Howie, Emma;Verduyn, Chrissie;Gattamaneni, Rao;Kamaly, Ian;Estlin, Eddy;Beaudoin, Wendy;Madden, Jennifer;Mowry-Rutter, Patricia;Foreman, Nicholas;Goncalves, Maria;Menezes, Fernanda;Neto, Isabella;Radzinsky, Tatiana;Chiari, Brasilia;Cavalheiro, Sergio;Cappellano, Andrea;Silva, Nasjla;Bowers, Daniel C;Adhikari, Soumya;El-Khashab, Yasmin M;Gargan, Lynn;Oeffinger, Kevin C;Hsiao-Ling, Lou;Pei-Fan, Mu;Tai-Tong, Wong;Hsin-Chun, Mao;Mimaki, Yoshiko;Higuchi, Akiko;Kondo, Hiroko;Yanagisawa, Takaaki;Narabayashi, Masaru;Matsutani, Masao;Graham, Kristen;Chordas, Christine;Kieran, Mark;Parness-Yossifon, Reut;Fangusaro, Jason R;Sandu, Mariana;Listernick, Robert H;Charrow, Joel;Dipatri, Arthur J;Klein-Gitelman, Marisa S;Zeid, Janice Lasky;Klesse, Laura;Parada, L;Gnekow, Astrid;Von Hornstein, Stephan;Thieme, Barbara;Pietsch, Torsten;Driever, Pablo Hernaiz;Emser, Angela;Kortmann, Rolf-Dieter;Warmuth-Metz, Monika;Ullrich, Nicole;Huttner, Anita;Smith, Edward;Goumnerova, Liliana;Irons, Mira;Kieran, Mark;Dvir, Rina;Toledano-Elhadef, Hagit;Zetserov, Inna;Tsochovoy, Zvia;Burstein, Yoav;Filipek, Iwona;Dembowska-Bagiñska, Bozenna;Drogosiewicz, Monika;Perek-Polnik, Marta;Gralek, Miroslawa;Perek, Danuta;Rosenfeld, Amy;Listernick, Robert;Charrow, Joel;Goldman, Stewart;Jakacki, Regina;Dombi, Eva;Goldman, Stewart;Allen, Jeffrey;Pollack, Ian;Geyer, Russell;Widemann, Brigitte;Wu, Jianqiang;Williams, Jon;Rizvi, Tilat;Cancelas, Jose;Stemmer-Rachamimov, Anat;Meijer, Dies;Ratner, Nancy;Karajannis, Matthias;Zagzag, David;Newcomb, Elizabeth;Roehm, Pamela;Roland, John;Golfinos, John;Wisoff, Jeffrey;Allen, Jeffrey;Korzeniewska, Justyna;Perek-Polnik, Marta;Dembowska-Bagiñska, Bozena;Drogosiewicz, Monika;Perek, Danuta;Foreman, Nicholas;Birks, Diane;Barton, Valerie;Handler, Michael;Donson, Andrew;Nozza, Paolo;Raso, Alessandro;Rossi, Andrea;Milanaccio, Claudia;Negri, Francesca;Morana, Giovanni;Capra, Valeria;Giangaspero, Felice;Cama, Armando;Garrè, Maria Luisa;Viana-Pereira, Marta;Martinho, Olga;Lopes, José M;Mahler-Araújo, Betania;Pimentel, José G;Reis, Rui M;Karremann, Michael;Butenhoff, Sandra;Rausche, Ulrike;Pietsch, Torsten;Kramm, Christof;Wolff, Johannes;Rausche, Ulrike;Butenhoff, Sandra;Pietsch, Torsten;Wolff, Johannes;Kramm, Christof;Rajaram, Veena;Gasilionis, Valdas;Stellpflug, Wendy;Ito, Joy;Tadanori, Tomita;Goldman, Stewart;Chou, Pauline;Nicholson, Sarah Leigh;Melita, Nakic;Burger, Peter C;Gessi, Marco;Giangaspero, Felice;Lauriola, Libero;Gardiman, Marina;Scheithauer, Bernd;Halliday, William;Hawkins, Cynthia;Rosenblum, Marc K;Eberhart, Charles G;Hering, Esther;Rickert, Christian H;Schulz, Stefan;Hasselblatt, Martin;Fruehwald, Michael C;Foreman, Nicholas;Kleinschmidt-Demasters, BK;Carstens, Billie;Verma, Shalini;Tavaré, C Jane;Gilles, Floyd;Palm, Thomas;Salmon, Isabelle;Figarella-Branger, Dominique;Chapon, FrançOise;Lacroix, Catherine;Gray, FrançOise;Ellison, David;Vikkula, Miikka;Godfraind, Catherine;Varlet, Pascale;Peyre, Matthieu;Puget, Stephanie;Boddaert, Nathalie;Banghoo, Ranjeev;Grill, Jacques;Sainte-Rose, Christian;Raso, Alessandro;Mascelli, Samantha;Nozza, Paolo;Biassoni, Roberto;Francesca, Negri;Milanaccio, Claudia;Consales, Alessandro;Pavanello, Marco;Piatelli, Gian Luca;Ravegnani, Marcello;Cama, Armando;Capra, Valeria;Garrè, Maria Luisa;Rajaram, Veena;Goldman, Stewart;Alden, Tord;Stellpflug, Wendy;Rosenfeld, Amy;Goei, Tara;Chou, Pauline;Cruz, Ofelia;SuñOl, Mariona;Rodriguez, Eva;Cusi, Victoria;Medina, Marylin;Perez, Noelia;Guillen, Antonio;De Torres, Carmen;Parareda, Andreu;Mora, Jaume;Donson, Andrew;Birks, Diane;Demasters, BK;Foreman, Nicholas;Handler, Michael;Van Meter, Timothy;Tye, Gary;Mccrocklin, Morgan;Dumur, Catherine;Kleinschmidt-Demasters, BK;Foreman, Nicholas;Handler, Michael;Costa, Fabricio F;Sredni, Simone;De Fatima Bonaldo, Maria;Rajaram, Veena;Mccabe, Chris D;Tomita, Tadanori;Goldman, Stewart;Chou, Pauline;Soares, Marcelo B;Haberler, Christine;Varlet, Pascale;Legoix, Patricia;Fattet, Sarah;Janoueix-Lerosey, Isabelle;Lellouch-Tubiana, Arielle;Grill, Jacques;Doz, Francois;Sainte-Rose, Christian;Delattre, Olivier;Singhal, Ash;Hukin, Juliette;Ailon, Tamir;Sargent, Michael;Rueckriegel, Stefan;Blankenburg, Friederike;Henze, Guenter;Driever, Pablo Hernaiz;Sufianov, Albert;Iakimov, Iurii;Sufianova, Galina;Belik, Alexandr;Shapkin, Andrew;Zaicev, Maksim;Souweidane, Mark;Edgar, Mark;Morgenstern, Peter;Christos, Paul;Becker, Laurence;Khakoo, Yasmin;Rutka, James;Dunkel, Ira;Murray, Jeffrey;Honeycutt, John;Donahue, David;Rowell, Amy;Krieger, Mark;Stair, Carrie;Finlay, Jonathan;Mccomb, Gordon;Gatscher, Silvia;Brew, Stefan;Sufianov, Albert;Iakimov, Iurii;Sufianova, Galina;Bhangoo, Ranjeev;Solanki, Guirish;English, Martin;Sgouros, Spyros;Kaye, Andrew;Walsh, Richard;Di Rocco, Concezio;Pettorini, Benedetta Ludovica;Caldarelli, Massimo;Tamburrini, Gianpiero;Massimi, Luca;Novegno, Federica;Paternoster, Giovanna;Shirane, Reizo;Hayashi, Toshiaki;Kumabe, Toshihiro;Tominaga, Teiji;Sufianov, Albert;Iakimov, Iurii;Sufianova, Galina;Peraud, Aurelia;Grau, Stefan;Tonn, Joerg-Christian;Kreth, Friedrich Wilhelm;Cavalheiro, Sergio;Saba, Nasjla;Cappellano, André;Chassot, André;Bull, Kim;Kennedy, Colin;Jackson, Jessica;Smit, J;Khan, SS;Miranda, M;Saunders, D;Davies, K;Greenwood, RJ;Cipolotti, L;Spoudeas, HA;Amoroso, Loredana;Grill, Jacques;Bhangoo, Ranjeev;Sakiroglu, Cicek;Raquin, Marie-Anne;Harbrand, Jean-Louis;Sainte-Rose, Christian;Lemerle, Jean;Hartmann, Olivier;Kalifa, Chantal;Echevarria, Maria E;Fangusaro, Jason;Tomita, Tadanori;Goldman, Stewart;Armstrong, Gregory;Ness, Kirsten;Whitton, John;Leisenring, Wendy;Liu, Qi;Yasui, Yutaka;Zeltzer, Lonnie;Donaldson, Sarah;Hudson, Melissa;Robison, Leslie;Packer, Roger;Pizer, Barry;Donachie, Paul;Robinson, Kathryn;Lucas, Jennie;Weston, Claire;Michalski, Antony;Taylor, Roger;Ellison, David;Picton, Susan;Moghrabi, Albert;Hershon, Linda;Rousseau, Pierre;Decarie, Jean-Claude;Friedman, Henry;Zhou, Tianni;Holmes, Emi;Pollack, Ian;Gururangan, Sridharan;Driscoll, Tim;Friedman, Henry;Garrè, Maria Luisa;Cama, Armando;Bagnasco, Francesca;Morana, Giovanni;Giangaspero, Felice;Nozza, Paolo;Barra, Salvina;Capra, Valeria;Pastorino, Lorenza;Massimino, Maura;Milanaccio, Claudia;Pietsch, Torsten;Bartels, Ute;Shroff, Manohar;Sung, Lillian;Bouffet, Eric;Zhou, Limei;Picard, Daniel;Li, Meihua;Vucetic, Zeljka;Hu, Yaqi;Huang, Annie;Lueth, Maria;Henze, Guenter;Kurtz, Andreas;Driever, Pablo Hernaiz;Murray, Jeffrey;Honeycutt, John;Nielson, Karen;Galliani, Carlos;Haggard, Ashleigh;Bennett, Penny;Rowell, Amy;Cappellano, André;Silva, Nasjla;Cavalheiro, Sergio;Nobre, Liana;Toledano, Helen;Barco, Gili Halevy;Mardoukh, Jacques;Jeison, Martha;Kornreich, Liora;Michowiz, Shalom;Yaniv, Isaac;Cohen, Ian J;Allen, Jeffrey;Donahue, Bernadine;Mehta, Minesh;Miller, Douglas;Rorke, Lucy;Jakacki, Regina;Robertson, Patricia;Sposto, Richard;Holmes, Emi;Vezina, Gilbert;Muraszko, Karin;Puccetti, Diane;Prados, Michael;Miller, Suzanne;Rogers, Hazel;Dyer, Sara;Rand, Vikki;Brundler, Marie-Anne;Lowe, James;Robson, Keith;Coyle, Beth;Grundy, Richard;Fleischhack, Gudrun;Zimmemann, Martina;Reichling, Stefanie;Warmuth-Metz, Monika;Pietsch, Torsten;Kortmann, Rolf-Dieter;Emser, Angela;Rutkowski, Stefan;Bode, Udo;Dunkel, Ira;Gardner, Sharon;Garvin, James;Goldman, Stewart;Shi, Weiji;Finlay, Jonathan;Lannering, Birgitta;Rutkowski, Stefan;Gustafsson, Goran;Kortmann, Rolf-Dieter;Doz, Francois;Pizer, Barry;Navajas, Aurora;Sandri, Alessandro;Faldum, Andreas;Ellison, David;Pietsch, Torsten;Gandola, Lorenza;Massimino, Maura;Pecori, Emilia;Spreafico, Filippo;Berretta, Serena;Pignoli, Emanuele;Cefalo, Graziella;Luksch, Roberto;Poggi, Geraldina;Ferrari, Andrea;Casanova, Michela;Terenziani, Monica;Bellani, Franca Fossati;Gerber, Nicolas;Von Hoff, Katja;Treulieb, Wiebke;Warmuth-Metz, Monika;Pietsch, Torsten;Soerensen, Niels;Benesch, Martin;Faldum, Andreas;Emser, Angela;Emser, Angela;Rutkowski, Stefan;Kortmann, Rolf-Dieter;Dragomir, Monica Desiree;Gruber, Eugen;Anghel, Rodica;Nicolau, Sebastian;Ciurea, Vlad;Tascu, Ioan;Voinescu, Dan;Savu, Mircea;Rosca, Cristina;Radu, Codruta;Curran, Kevin;Dunkel, Ira;Khakoo, Yasmin;Lyden, David;Gilheeney, Stephen;Becher, Oren;Gershon, Timothy;Puccetti, Diane;Allen, David;Bradley, Kristin;Casey, Kristin;Grayev, Allison;Bermans, Iskandar;Salamat, Shariar;Stafstrom, Carl;Urbon, Andrea;Ward, Michael;Mohan, Avinash;Tomita, Tadanori;Packer, Roger;Zhou, Tianna;Vezina, Gilbert;Holmes, Emi;Gajjar, Amar;Taylor, Roger;Donnachie, Paul;Lucas, Jennie;Robinson, Kathryn;Weston, Claire;Walker, David;Pizer, Barry;Fruehwald, Michael C;Grotzer, Michael;Juergens, Heribert;Straeter, Ronald;Toledano, Helen;Michowiz, Shalom;Kornreich, Liora;Shuper, Avinoam;Cohen, Nitza;Fenig, Eyal;Jeison, Martha;Yaniv, Isaac;Cohen, Ian J;Dufour, Christelle;Micheli, Julie;Fourcade, Aurelie;Laplanche, Agnes;Kalifa, Chantal;Couanet, Dominique;Grill, Jacques;Pfister, Stefan;Remke, Marc;Benner, Axel;Rutkowski, Stefan;Kulozik, Andreas;Reifenberger, Guido;Scheurlen, Wolfram;Lichter, Peter;Korshunov, Andrey;Shyu, Charles;Souweidane, Mark;Dunkel, Ira;Gilheeney, Stephen;Gershon, Timothy;Khakoo, Yasmin;Spiller, Susan;Logsdon, Naomi;Kagawa, Naoki;Hashimoto, Naoya;Chiba, Yasuyoshi;Izumoto, Shuichi;Hara, Junichi;Ohta, Hideaki;Ozono, Keiichi;Yoshimine, Toshiki;Jakacki, Regina;Zhou, Tianni;Holmes, Emi;Packer, Roger;Goldwein, Joel;Mehta, Minesh;Hilden, Joanne;Pollack, Ian;Gerber, Nicolas U;Von Hoff, Katja;Wiebke, Treulieb;Warmuth-Metz, Monika;Pietsch, Torsten;Soerensen, Niels;Benesch, Martin;Faldum, Andreas;Emser, Angela;Deinlein, Frank;Kortmann, Rolf-Dieter;Rutkowski, Stefan;Perek-Polnik, Marta;Drogosiewicz, Monika;Dembowska-Bagiñska, Bozenna;Roszkowski, Marcin;Perek, Danuta;Perek, Danuta;Perek-Polnik, Marta;Drogosiewicz, Monika;Dembowska-Bagiñska, Bozenna;Grajkowska, Wieslawa;Sobol, Grazyna;Zalewska-Szewczyk, Beata;Wachowiak, Jacek;Wysocki, Mariusz;Peregud-Pogorzelski, Jaroslaw;Urasinski, Tomasz;Wisniewska–Slusarz, Hanna;Kowalczyk, Jerzy;Yuan, Liangping;Macdonald, Tobey;Zhang, Huizhen;Santi, Mariarita;Macdonald, Tobey;Rood, Brian;Taylor, Roger;Boota, Nazia;Bujkiewicz, Sylwia;Lucas, Jennie;Robinson, Kathryn;Robson, Keith;Saran, Frank;Michalski, Antony;Pizer, Barry;Robison, Nathan;Gonzalez-Gomez, Ignacio;Ji, Lingyun;Tu, Yue-Xian;Joo, Wanjong;Finlay, Jonathan;Sposto, Richard;Asgharzadeh, Shahab;Von Bueren, Andre O;Shalaby, Tarek;Oehler-Janne, Christoph;Stearns, Duncan;Eberhart, Charles;Arcaro, Alexandre;Pruschy, Martin;Grotzer, Michael A;Saran, Frank;Baumert, Brigitta;Warrington, Alan;Ashley, Sue;Traish, Daphne;Brada, Michael;Dufour, Christelle;Minard-Colin, Veronique;Grill, Jacques;Benhamou, Ellen;Goma, Gisele;Hartmann, Olivier;Kalifa, Chantal;Valteau-Couanet, Dominique;Sirachainan, Nongnuch;Nuchprayoon, Issarang;Thanarattanakorn, Pattra;Pakakasama, Samart;Lusawat, Apasri;Visudibhan, Anannit;Dhanachai, Mantana;Amornfa, Jirap*rn;Shotelersuk, Kanchana;Katanyuwong, Kamornwan;Tangkaratt, Saipin;Hongeng, Suradej;Packer, Roger;Zhou, Tianni;Holmes, Emi;Allen, Jeffrey;Jakacki, Regina;Melendez, Elizabeth;Rosol, Michael;Smbatyan, Goar;Harutyunyan, Ira;Moats, Rex;Erdreich-Epstein, Anat;Madden, Jennifer;Fenton, Laura;Handler, Michael;Smith, Amy;Foreman, Nicholas;Oppenheim, Daniel;Pittolo, Veronique;Gericot, Catherine;Grill, Jacques;Hartmann, Olivier;Dauchy, Sarah;Hutchinson, Katherine;Willard, Victoria;Hardy, Kristina;Bonner, Melanie;Gururangan, Sridharan;Lai, Jin-Shei;Wang, Edward;Gershon, Richard;Nowinski, Cindy;Schulte, Fiona;Barrera, Maru;Penn, Anthony;Lowis, Stephen;Shortman, Robert;Hunt, Linda;Stevens, Michael;Mccarter, Renee;Curran, Andrew;Sharples, Peta;Deatrick, Janet A;Hobbie, Wendy;Ogle, Sue;Mullaney, Erin;Mooney-Doyle, Kim;Makari, Joana;Zaborskis, Apolinaras;Labanauskas, Liutauras;Kevalas, Rimantas;Rageliene, Lina;Lai, Jin-Shei;Cella, David;Butt, Zeeshan;Zelko, Frank;Goldman, Stewart;Shuper, Avinoam;Kornreich, Liora;Toledano, Helen;Yaniv, Isaac;Cohen, Ian J;Dembowska-Bagiñska, Bozenna;Perek, Danuta;Brozyna, Agnieszka;Drogosiewicz, Monika;Perek-Polnik, Marta;Rutynowska, Olga;Korzeniewska, Justyna;Rassekh, Shahrad Rod;Goddard, Karen;Lorenzi, Maria;Xie, Lijing;Page, Jaqueline;Lee, Linda;Mcbride, Mary;Barkon, Beverly;Jakacki, Regina;Scheboth, Sherri;Ward, Michael;Puccetti, Diane;Eaton-Russell, Ceilidh;Bouffet, Eric;Chau, Tom;Brownstone, David;Wiener, Andreas;Rutkowski, Stefan;Langer, Thorsten;Beck, Joern D;Driever, Pablo Hernaiz;Straeter, Ronald;Calaminus, Gabriele;Poretti, Andrea;Zehnder, Daniel;Boltshauser, Eugen;Grotzer, Michael A;Vannatta, Kathryn;Fairclough, Diane;Farkas-Patenaude, Andrea;Gerhardt, Cynthia;Kupst, Mary Jo;Olshefski, Randal;Rutherford, Christina;Turner, Christopher;Poggi, Geraldina;Adduci, Annarita;Liscio, Mariarosaria;Massimino, Maura;Gandola, Lorenza;Liptak, Cori;Delaney, Brian;Chordas, Christine;Rey-Casserly, Celiane;Ullrich, Nicole;Goumnerova, Liliana;Scott, R Michael;Marcus, Karen;Zimmerman, Mary Ann;Graham, Kristen;Chi, Susan;Kieran, Mark;Turner, Christopher;Bujoreanu, I Simona;Cunningham, Leslie Kim;Gambhir, Rupa;Morris, Marybeth;Northman, Lisa;Zelcer, Shayna;Cataudella, Danielle;Cairney, Elizabeth;Bannister, Susan L;Goncalves, Maria;Radzinsky, Tatiana;Silva, Nasjla;Cappellano, Andrea;Chiari, Brasilia;Neto, Isabella;Menezes, Fernanda;Ramalho, Renata;Cavalheiro, Sergio;Korzeniewska, Justyna;Perek-Polnik, Marta;Dembowska-Bagiñska, Bozena;Drogosiewicz, Monika;Perek, Danuta;Chen, Yen-Lin;Adams, Judy;Yock, Torunn;Goumnerova, Liliana;Kieran, Mark;Ellen, Grant;Lavey, Robert;Olch, Arthur;Yock, Torunn;Bolle, Stephanie;Pulsifer, Margaret;Ramesh, Jay;Yeap, Beow;Oberg, Jennifer;Ebb, David;Tarbell, Nancy J;Panandiker, Atmaram Pai;Broniscer, Alberto;Hua, Chia-Ho;Krasin, Matthew;Kun, Larry;Merchant, Thomas;Kalapurakal, John;Goldman, Stewart;Marymont, Maryanne;Sathiaseelan, V;Alden, Tord;Bowman, Robin;Stellpflug, Wendy;Dipatri, Arthur;Tomita, Tadanori;Weber, Damien Charles;Miralbell, Raymond;Zou, Tianni;Chen, Zhengjia;Fitzgerald, TJ;Laurie, Fran;Kun, Larry;Burger, Peter C;Tarbell, Nancy J;Bahl, Gaurav;Menard, Cynthia;Millar, Barbara-Ann;Laperriere, Normand;Zilli, Thomas;Pica, Alessia;Weber, Damien Charles;Nguyen, Quynh;Mahajan, Anita;Kornguth, David;Chintagumpala, Murali;Wolff, Johannes;Chang, Eric;Allen, Pamela;Woo, Shiao;Yoshimura, Junichi;Natsumeda, Manabu;Nishiyama, Kenichi;Takachi, Takayuki;Imai, Chihaya;Fujii, Yukihiko;Blomgren, Klas;Naylor, Andrew;Bull, Cecilia;Nilsson, Marie;Björk-Eriksson, Thomas;Eriksson, Peter;Kuhn, Georg;Hemenway, Molly;Madden, Jennifer;Foreman, Nicholas;Gustavsson, Bengt;Holm, Stefan;Mosskin, Mikael;Orrego, Abiel;Ulfarsson, Elfvar;Gozali, Alexa;Shane, Lisa;Mccomb, Gordon;Krieger, Mark;Gonzalez-Gomez, Ignacio;Gilles, Floyd;Villablanca, Judy;Erdreich-Epstein, Anat;Lavey, Robert;Sposto, Richard;Finlay, Jonathan;Shimoji, Kazuaki;Kondo, Akihide;Yamamoto, Munetaka;Horinaka, Naoaki;Koizumi, Kenichi;Hishii, Makoto;Miyajima, Masakazu;Arai, Hajime;Lueth, Maria;Henze, Guenter;Stein, Harald;Driever, Pablo Hernaiz;Glick, Roberta;Utset, Manuel;Tomita, Tadanori;Wrede, Brigitte;Peters, Ove;Friedrich, Monika;Pietsch, Torsten;Wolff, Johannes;Diez, Blanca;Muggeri, Alejandro;Sangra, Meharpal;Mallucci, Connor;Pizer, Barry;Holme, Vanessa;Kamaly-Asl, Ian;Gattamaneni, Rao;Kelsey, Anna;Estlin, Eddy;Edan, C;Chappé, C;Tréguier, C;Carsin-Nicol, B;Riffaud, L;Saikali, S;Le Calvé, M;Grill, J;Wolff, Johannes;Thall, Peter F;Peters, Ove;Hasselblatt, Martin;Rutkowski, Stefan;Sterba, Jaroslaw;Warmuth-Metz, Monika;Wrede, Brigitte;Swain, Katherine;Mcnatt, Sean;Demasters, BK;Fenton, Laura;Madden, Jennifer;Liu, Arthur;Foreman, Nicholas;Puccetti, Diane;Allen, David;Bradley, Kristin;Casey, Kristin;Grayev, Allison;Iskandar, 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