题名 | Large expert-curated database for benchmarking document similarity detection in biomedical literature search |
作者 | Brown, Peter1; Zhou, Yaoqi1,2; Tan, Aik-Choon3; El-Esawi, Mohamed A.4; Liehr, Thomas5; Blanck, Oliver6; Gladue, Douglas P.7; Almeida, Gabriel M.F.8; Cernava, Tomislav9; Sorzano, Carlos O.10; Yeung, Andy W.K.11; Engel, Michael S.12; Chandrasekaran, Arun R.13; Muth, Thilo14; Staege, Martin S.15; Daulatabad, Swapna V.16; Widera, Darius17; Zhang, Junpeng18; Meule, Adrian19; Honjo, Ken20; Pourret, Olivier21; Yin, Cong-Cong22; Zhang, Zhongheng23; Cascella, Marco24; Flegel, Willy A.25; Goodyear, Carl S.26; van Raaij, Mark J.10; Bukowy-Bieryllo, Zuzanna27; Campana, Luca G.28; Kurniawan, Nicholas A.29; Lalaouna, David30; Hüttner, Felix J.31; Ammerman, Brooke A.32; Ehret, Felix33; Cobine, Paul A.34; Tan, Ene-Choo35; Han, Hyemin36; Xia, Wenfeng37; McCrum, Christopher38; Dings, Ruud P.M.39; Marinello, Francesco40; Nilsson, Henrik41; Nixon, Brett42; Voskarides, Konstantinos43; Yang, Long44; Costa, Vincent D.45; Bengtsson-Palme, Johan46; Bradshaw, William47; Grimm, Dominik G.48; Kumar, Nitin49; Martis, Elvis50; Prieto, Daniel51; Sabnis, Sandeep C.52; Amer, Said E.D.R.53; Liew, Alan W.C.1; Perco, Paul54; Rahimi, Farid55; Riva, Giuseppe56; Zhang, Chongxing57; Devkota, Hari P.58; Ogami, Koichi59; Basharat, Zarrin60; Fierz, Walter61; Siebers, Robert62; Tan, Kok H.63; Boehme, Karen A.64; Brenneisen, Peter65; Brown, James A.L.66; Dalrymple, Brian P.67; Harvey, David J.68; Ng, Grace69; Werten, Sebastiaan70; Bleackley, Mark71; Dai, Zhanwu72; Dhariwal, Raman73; Gelfer, Yael74; Hartmann, Marcus D.75; Miotla, Pawel76; Tamaian, Radu77; Govender, Pragashnie78; Gurney-Champion, Oliver J.79; Kauppila, Joonas H.80; Zhang, Xiaolei81; Echeverría, Natalia82; Subhash, Santhilal83; Sallmon, Hannes84; Tofani, Marco85; Bae, Taeok86; Bosch, Oliver87; Cuív, Páraic O.88; Danchin, Antoine89; Diouf, Barthelemy90; Eerola, Tuomas91; Evangelou, Evangelos92; Filipp, Fabian93; Klump, Hannes94; Kurgan, Lukasz95; Smith, Simon S.96; Terrier, Olivier97; Tuttle, Neil98; Ascher, David B.99; Janga, Sarath C.100; Schulte, Leon N.111; Becker, Daniel122; Browngardt, Christopher133; Bush, Stephen J.68; Gaullier, Guillaume144; Ide, Kazuki155; Meseko, Clement166; Werner, Gijsbert D.A.177; Zaucha, Jan188; Al-Farha, Abd A.199; Greenwald, Noah F.210; Popoola, Segun I.221; Rahman, Shaifur232; Xu, Jialin243; Yang, Sunny Y.243; Hiroi, Noboru254; Alper, Ozgul M.265; Baker, Chris I.276; Bitzer, Michael287; Chacko, George298; Debrabant, Birgit309; Dixon, Ray320; Forano, Evelyne72; Gilliham, Matthew331; Kelly, Sarah342; Klempnauer, Karl-Heinz353; Lidbury, Brett A.364; Lin, Michael Z.375; Lynch, Iseult; Ma, Wujun; Maibach, Edward W.; Mather, Diane E.; Nandakumar, Kutty S.; Ohgami, Robert S.; Parchi, Piero; Tressoldi, Patrizio; Xue, Yu; Armitage, Charles; Barraud, Pierre; Chatzitheochari, Stella; Coelho, Luis P.; Diao, Jiajie; Doxey, Andrew C.; Gobet, Angélique; Hu, Pingzhao; Kaiser, Stefan; Mitchell, Kate M.; Salama, Mohamed F.; Shabalin, Ivan G.; Song, Haijun; Stevanovic, Dejan; Yadollahpour, Ali; Zeng, Erliang; Zinke, Katharina; Alimba C.G.; Beyene, Tariku J.; Cao, Zehong; Chan, Sherwin S.; Gatchell, Michael; Kleppe, Andreas; Piotrowski, Marcin; Torga, Gonzalo; Woldesemayat, Adugna A.; Cosacak, Mehmet I.; Haston, Scott; Ross, Stephanie A.; Williams, Richard; Wong, Alvin; Abramowitz, Matthew K.; Effiong, Andem; Lee, Senhong; Abid, Muhammad B.; Agarabi, Cyrus; Alaux, Cedric72; Albrecht, Dirk R.; Atkins, Gerald J.; Beck, Charles R.; Bonvin A.M.J.J.; Bourke, Emer; Brand, Thomas; Braun, Ralf J.; Bull, James A.; Cardoso, Pedro; Carter, Dee; Delahay, Robin M.; Ducommun, Bernard; Duijf, Pascal H.G.; 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; Helanterä, 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; Martín, Carmen S.10; 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, Maribel7; Portillo M.C.; Pritchard, Antonia L.; Pusch, Stefan; Raghava, Gajendra P.S.; 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 J.L.; 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 M.; Reschke, Cristina R.; Sillanpää, 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; Gonzálezlez-Prendes, Rayner; Goodin, Amie; Graham, Emily B.; Groen, Ewout J.N.; Gutiérrez-Sacristán, 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; Tröder, 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 T.K.; Cooper, Jeffrey; Esnakula, Ashwini K.; Feghali, Karine A.; Ghelardi, Emilia; Gnasso, Agostino; Horbar, Jeffrey; Lai, Hei M.89; 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.; Amir, Shimon; 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 O.M.; Beale, Andrew; Beddoe, Travis; Bell, Melanie L.; Berezikov, Eugene; Berners-Price, Sue2; Bernhardt, Peter; Berry, Edward; Bessa, Theolis B.; Billington, Craig; Birch, John; Blakely, Randy D.; Blaskovich, Mark A.T.; Blum, Robert; Boelaert, Marleen; Bogdanos, Dimitrios; Bosch, Carles; Bourgoin, Thierry; Bouvard, Daniel; Boykin, Laura M.; Bradley, Graeme; Braun, Daniel; Brownlie, Jeremy; Brühl, Albert; Burt, Austin; Butler, Lisa M.; Byrareddy, Siddappa N.; Byrne, Hugh J.; Cabantous, Stephanie; Calatayud, Sara; Candal, Eva; Carlson, Kimberly; Casillas, Sònia; 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 C.S.; Chong, Lillian; Chowdhury, Debashish; Chwalibog, Andre; Ciresi A.; Cockcroft, Shamshad; Conesa, Ana; Cook, Penny A.; Cooper, David N.; Coqueret, Olivier; Corea, Enoka M.; Costa, Antonio; Costa, Elisio; Coupland, Carol; Crawford, Stephanie Y.; Cruz, Aparecido D.; Cui, Huijuan; Cui, Qiang; Culver, David C.; D'Angiulli, Amedeo; Dahms, Tanya E.S.; Daigle, France; Dalgleish, Raymond; Danielsen, Håvard E.; Darras, Sébastien; Davidson, Sean M.; Day, David A.; Degirmenci, Volkan; Demaison, Luc72; Devriendt, Koenraad; Ding, Jiandong; Dogan, Yunus; Dong X.C.; 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, Michael47; 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.; García-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-Pérez, Ana; Graves, Patricia M.; Greidanus, Harm; Grice, Darren2; 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; Hilaire, Cynthia St.; 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, Husen2; Jia, Shuqin; Jiang, Jianping; Jiang, Xingyu; Jin, Yi; Jo, Daehyun; Johnson, Andrew M.; Johnston, Marie; Jonscher, Karen R.; Jorens, Philippe G.; Jorgensen, Jens O.L.; 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 R.B.; Kluz, Tomasz; Knox, Paul; Kobayashi, Tatsuya; Koch, Karl-Wilhelm; Kohonen-Corish, Maija R.J.; Kong, Xiangpeng; Konkle-Parker, Deborah; Korpela, Kalevi M.; Kostrikis, Leondios G.; Kraiczy, Peter; Kratz, Harald; Krause, Günter; Krebsbach, Paul H.; Kristensen, Søren 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.; Laverman, Gozewijn D.; 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 S.R.; Maher, Pamela; Maher, Toby; Maity, Sankar N.; Malgrange, Brigitte; Mamoulakis, Charalampos; Mangoni, Arduino A.; Manke, Thomas; Manstead, Antony S.R.; 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 D.P.; 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 J.C.; 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, 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.2; Shi, Han-Ping; Shimada, Tomohiro; Shin, Jeon-Soo; Shortt, Colette; Silveyra, Patricia; Skinner, Debra; Small, Ian; Smeets, Paul A.M.; 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 Y.; 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 J.W.; 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, 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.2; Baier, Dirk; Bansal, Abhisheka; Benezeth, Yannick; Berbesque, Colette; Berrevoet, Frederik; Biedermann, Peter H.W.; Bijleveld, Erik; Bittner, Florian; Blombach, Fabian; van den Bos, Wouter; Boudreau, Shellie A.; Bramoweth, Adam D.; Braubach, Oliver; Cai, Yufeng; Campbell, Matthew2; Cao, Zanxia; Catry, Thibault; Chen, Xin; Cheng, Shuiqin; Chung, Hee-Jung; Chávez-Fumagalli, Miguel A.; Conway, Aaron; Costa, Bruno M.; Cyr, Normand; Dean, Lorraine T.; Denzel, Martin S.; Dlamini S.V.; Dudley, Kevin J.; Dufies, Maeva; Ecke, Thorsten; Eckweiler, Denitsa; Eixarch, Elisenda; El-Adawy, Hosny; Emmrich, Julius V.; Eustace, Alex J.; Falter-Wagner, Christine M.; Farhoudi, Ramin; Fuss, Johannes; Gao, Jianzhao; Gill, Martin R.; Gloyn, Liz; Goggs, Robert; Govinden, Usha; Greene, Garrett; Greiff, Victor; Grundle D.S.; Grüneberg, 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 J.K.; 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 W.N.; Moultos, Othonas A.; Mukherjee, Maheswari; Nakayama, Kazuhiko; Narayan, Edward; Navaratnarajah; Neumann, Philipp-Alexander; Nie, Jiyun; Nie, Yingjiu; Niemeyer, Frank; Nolan, 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, António; Song, Chunjiao; Srivastava, Kshitij; Srivastava, Rupesh K.; Sun, Jim; Szabo, Attila; Szymanski, Wiktor; Tai, Chan N.P.; 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, Jian2; Zhang, Gong; Zhang, Kai; Zhang, Tuo; Zhang, Yi; Zhao, Guoyan101; Zhao, Jing102; Zhou, Xiaofan103; Zhu, Zhenxing104; Ajani, Penelope A.; Anazodo, Udunna C.105; Bagloee, Saeed A.106; Bail, Kasia107; Bar, Ido; Bathelt, Joe108; Benkeser, David109; Bernier, Meghan L.110; Blanchard, Adam M.112; Boakye, Dominic W.113; Bonatsos, Vasileios114; Boon, Michele H.115; Bouboulis, George116; Bromfield, Elizabeth117; Brown, Joshua; Bul, Kim C.M.118; Burton, Kathryn J.119; Butkowski, Eugene G.120; Carroll, Grace121; Chao, Fengqing123; Charrier, Elisabeth E.124; Chen, Xiaoyin125; Chen, Yu-Chih126; Chenguang; Choi, Jane R.127; Christoffersen, Tore128; Comel, João C.129; Cosse, Cyril130; Cui, Yanru131; van Dessel, Pieter132; Dhaval134; Diodato, Daria135; Duffey, Maelle136; Dutt, Avik137; Egea, Luis G.138; El-Said, Mohammed139; Faye, Martin140; Fernandez-Fernandez, Beatriz; Foley, Kieran G.141; Founou, Luria L.142; Fu, Fan143; Gadelkareem, Rabea A.145; Galimov, Evgeny146; Garip, Gulcan147; Gemmill, Alison148; Gouil, Quentin149; Grey, James150; Gridneva, Zoya; Grothe, Michel J.151; Grébert, Théophile152; Guerrero, Fabricio153; Guignard, Léo154; Haenssgen, Marco J.156; Hasler, David157; Holgate, Joan Y.158; Huang, Ancheng159; Hulse-Kemp, Amanda M.160; Jean-Quartier, Claire161; Jeon, Sang-Min162; Jia, Yangyang163; Jutzeler, Catherine164; Kalatzis, Panagiotis165; Karim, Masud; Karsay, Kathrin167; Keitel, Anne168; Kempe, Andreas169; Keown, Jeremy R.170; Khoo, Chin M.171; Khwaja, Nyil172; Kievit, Rogier A.108; Kosanic, Sasha173; Koutoukidis, Dimitrios A.174; Kramer, Paul175; Kumar, Dilip176; Kiraǧ, Nükhet178; Lanza, Giuseppe179; Le, Thuc D.; Leem, Jung W.180; Leightley, Daniel181; Leite, Andreia182; Lercher, Lukas183; Li, Ying184; Lim, Renly185; Lima, Luiz R.A.186; Lin, Li187; Ling, Tong189; Liu, Yuchen190; Liu, Zhonghua191; Lu, Yao192; Lum, Fok M.193; Luo, Hang194; Machhi, Jatin; Macleod, Angus195; Macwan, Isaac196; Madala, Hanumantha R.197; Madani, Nima198; de Maio, Nicola; Makowiecki, Kalina200; Mallinson, Daniel J.201; Margelyte, Ruta202; Maria, Caracausi; Markonis Y.203; Marsili, Luca204; Mavoa, Suzanne205; McWilliams, Lorna206; Megersa, Moa207; Souto-Maior, Caetano208; Menichetti, Julia209; Mercieca-Bebber, Rebecca211; Miller, Jack J.212; Minde, David-Paul M.213; Minges, Alexander214; Mishra, Eleanor215; Mishra, Virendra R.216; Moores, Carly217; Morrice, Nicola218; Moskalensky, Alexander E.219; Navarin, Nicolò220; Negera, Edessa222; Nolet, Philippe223; Nordberg, Ana224; Nordén, Rickard225; Nowicki, Jessica P.226; Olova, Nelly; Olszewski, Pawel227; Onzima, Robert228; Pan, Chih-Long229; Park, Charny230; Park, Dong I.231; Park, Seyoung233; Patil, Chandrashekhar D.234; Pedro, Sansoa A.235; Perry, Samuel R.2; Peter, Jessica236; Peterson, Brent M.237; Pezzuolo, Andrea238; Pozdnyakov, Ilya239; Qian, Siyu240; Qin, Lei241; Rafe, Ali242; Raote, Ishier244; Raza, Ali245; Rebl, Henrike246; Refai, Osama; Regan, Tim247; Richa, Tambi248; Richardson, Mark F.249; Robinson K.R.250; Rossoni, Luca251; Rouet, Romain252; Safaei, Soroush253; Schneeberger, Pierre H.H.255; Schwotzer, Daniela256; Sebastian, Agata257; Selinski, Jennifer; Seltmann, Stefanie258; Sha, Feng259; Shalev, Nir260; Shang, Jin-Long261; Singer, Josef262; Singh, Mandeep263; Smith, Taylor264; Solomon-Moore, Emma266; Song, Lijuan267; Soraggi, Samuele268; Stanley, Ryan269; Steckhan, Nico270; Strobl, Frederic271; Subissi, Lorenzo272; Supriyanto, Irwan273; Surve, Chinmay R.274; Suzuki, Tomo275; Syme, Caitlin277; Sörelius, Karl278; Tang, Young279; Tantawy, Marwa280; Tennakoon, Sumudu281; Teseo, Serafino282; Toelzer, Christine283; Tomov, Nikola284; Tovar, Miguel285; Tran, Linh286; Tripathi, Sushil288; Tuladhar, Anil M.; Ukubuiwe, Azubuike C.289; Ung, Carolina O.L.290; Valgepea, Kaspar291; Vatanparast, Hamid292; Vidal, Arnau293; Wang, Fang294; Wang, Qing295; Watari, Ricky296; Webster, Rebecca297; Webster, Ruth299; Wei, Junnian300; Wibowo, David301; Wingenbach, Tanja S.H.302; Xavier, Rose M.303; Xiao, Shumin304; Xiong, Peng1; Xu, Shicai305; Xu, Shilin306; Yao, Ruifeng; Yao, Wen307; Yin, Qinan308; Yu, Yongbo310; Zaitsu, Masayoshi311; Zeineb, Zian312; Zhan, Xiao-Yong313; Zhang, Jilei314; Zhang, Rongqiang315; Zhang, Wei316; Zhang, Xianglilan317; Zheng, Shan318; Zhou, Bailing319; Zhou, Xiaoyan321; Ahmad, Haroon2; Akinwumi, Sayo A.322; Albery, Gregory F.323; Alhowimel, Ahmed324; Ali, Junaid325; Alshehri, Mansour326; Alsuhaibani, Mohammed327; Anikin, Andrey328; Azubuike, Samuel O.329; Bach-Mortensen, Anders330; Baltiansky, Lior332; Bartas, Martin333; Belachew, Kiflemariam Y.334; Bhardwaj, Vivek335; Binder, Karin336; Bland, Nicholas S.; Boah, Michael337; Bullen, Benjamin338; Calabrò, Giovanna E.339; Callahan, Tiffany J.340; Cao, Bing341; Chalmers, Kelsey343; Chang, Wei344; Che, Zhengping345; Chen, Andrew T.Y.346; Chen, Haimin347; Chen, Huaming; Chen, Youning348; Chen, Zhao349; Choi, Youngrok350; Chowdhury, Mohiuddin A.K.351; Christensen, Martin R.352; Cooke, Robert S.C.354; Cottini, Marzia355; Covington, Natalie V.356; Cunningham, Catriona357; Delarocque, Julien358; Devos, Lucie359; Dhar, Aurup R.360; Ding, Ke-Feng361; Dong, Kexian362; Dong, Zheng363; Dreyer, Niklas365; Ekstrand, Chelsea366; Fardet, Tanguy367; Feleke, Berhanu E.368; Feurer, Thomas143; Freitas, Angela369; Gao, Tian370; Gebremedhin371; Giganti, Francesco372; Grabowski, Piotr; Guerra-Mora, José R.373; Guo, Chengying374; Guo, Xinyi376; Gupta, Himanshu377; He, Shuonan378; Heijne, Marloes379; Heinemann, Stephanie380; Hogrebe, Alexander381; Huang, Zhengping382; Iskander-Rizk, Sophinese; Iyer, Lavanya M.; Jahan, Yasmin; James, Ameh S.; Joel, Emmanuel322; Joffroy, Bastian; Jégousse, Clara; Kambondo, George; Karnati, Priyanka; Kaya, Cihan; Ke, An; Kelly, Daniel; Kickert, Rob; Kidibule, Peter E.; Kieselmann, Jennifer P.; Kim, Hyeon J.; Kitazawa, Takeshi; Lamberts, Aniek; Li, You; Liang, Huakang; Linn, Sabrina N.; Litfin, Thomas1; Liusuo, Wang; Lygirou, Vasiliki; Mahato, Ajay K.; Mai, Zhi-Ming; Major, Rupert W.; Mali, Samira; Mallis, Panagiotis; Mao, Wenzhi; Marvin-Dowle, Katie; Mason, Leanda D.; Merideth, Ben; Merino-Plaza, Maria J.; Merlaen, Britt; Messina, Rossella; Mishra, Anand K.; Muhammad, Junaid; Musinguzi, Conrad; Nanou, Afroditi; Naqash, Amreen; Nguyen, Joe T.; Nguyen, Thi T.H.; Ni, Duan; Nida; Notcovich, Shirli; Ohst, Barnabas; Ollivier, Quinn R.; Osses, Daniël F.; Peng, Xiangda; Plantinga, Arnoud; Pulia, Michael; Rafiq, Muhammad; Raman, Ayush; Raucher-Chene; Rawski, Rafal; Ray, Asit; Razak, Lubna A.; Rudolf, Kevin; Rusch, Peter; Sadoine, Margaux L.; Schmidt, Axel; Schurr, Roey; Searles, Stephen; Sharma, Saurab; Sheehan, Barry; Shi, Chunhu; Shohayeb, Belal; Sommerlad, Andrew; Strehlow, Jan; Sun, Xianbao; Sundar, Raghav; Taherzadeh, Ghazaleh1; Tahir, Nur D.M.; Tang, Jun; Testa, Jean; Tian, Zhiqi; Tingting, Qian; Verheijen, Geert P.; Vickstrom, Casey; Wang, Teng; Wang, Xiaomin; Wang, Zhenxing; Wei, Pan; Wilson, Alex260; Wyart; Yassine, Abdul-Amir; Yousefzadeh, Abbas; Zare, Asma; Zeng, Zhen; Zhang, Chengrong; Zhang, Haowen; Zhang, Linxing; Zhang, Tongchuan2; Zhang, Weijia; Zhang, Zhe2; Zhou, Jianyu; Zhu, Dongjie; Adamo, Vincenzo; Adeyemo, Adebolajo A.; Aggelidou, Maria; Al-Owaifeer, Adi M.; Al-Riyami, Arwa Z.; Alzghari, Saeed K.; Andersen, Vibeke; Angus, Kathryn; Asaduzzaman, Muhammad; Asady, Hadi; Ato, Dai; Bai, Xiaoyong; Baines, Rebecca L.; Ballantyne, Maghan; Ban, Bo; Beck, Jill; Ben-Nafa, Walid; Black, Emma; Blancher, Antoine; Blankstein, Ron; Bodagh, Neil; Borges, Paulo; Brooks, Anastasia; Brox-Ponce, Josue; Brunetti, Arturo; Canham, Colin D.; Carninci, Piero; Carvajal, Richard; Chang, Shun C.; Chao, Jie; Chatterjee, Pranab; Chen, He; Chen, Liming; Chen, Yi-Chun; Chhatriwalla, Adnan K.; Chikowe, Ibrahim; Chuang, Trees-Juen; Collevatti, Rosane G.; Cornejo, Diego A.V.; Cuenda, Ana; Dao, Myriam; Dauga, Delphine; Deng, Zaian; Devkota, Kiran; Doan, Lisa V.; Elewa, Yaser H.A.; Fan, Dongsheng; Faruk, Mohammed; Feifei, Shi; Ferguson, Trevor S.; Fleres, Francesco; Foster, Emma J.; Foster, Stephen; Furer, Tzvi; Gao, Yibo; Garcia-Rivera, Enid J.; Gazdar, Adi; George, Ronald B.; Ghosh, Sayantan; Gianchecchi, Elena; Gleason, Joshua M.; Hackshaw, Allan; Hall, Adam; Hall, Richard; Harper, Paul; Hogg, William E.; Huang, Guangqun; Hunter, Kylie E.; Ijzerman, Adriaan P.; Jesus, Carlos; Jian, Gao; Lewis, James S.; Kanj, Souha S.; Kaur, Harsheen; Kelly, Shona; Kheir, Fayez; Kichatova V.S.; Kiyani, Musa; Klein, Reinhild; Kovesi, Tom; Kraschnewski, Jennifer L.; Kumar, Addanki P.; Labutin, Dmitry; Lazo-Langner, Alejandro; Leclercq, Guy; Li, Maoteng; Li, Qingchun; Li, Tangliang; Li, Yongzhe; Liao, Wei-Ting; Liao, Zheng-Yin; Lin, Jessica; Lizer J.; Lobreglio, Giambattista; Lowies, Cher; Lu, Cheng; Majeed, Haroon; Martin, Adam; Martinez-Sobrido, Luis; Meresh, Edwin; Middelveen, Marianne; Mohebbi, Alireza; Mota, Jorge; Mozaheb, Zahra; Muyaya, Ley; Nandhakumar, Amar; Ng, Sheryl H.X.; Obeidat, Monther; Oh, Deog-Hwan; Owais, Mohammed; Pace-Asciak, Pia; Panwar, Ajay; Park, Caroline; Patterson, Chris115; Penagos-Tabaree, Felipe; Pianosi, Paolo T.; Pinzi, Valentina; Pridans, Clare; Psaroulaki, Anna; Pujala, Ravi K.; Pulido-Arjona, Leonardo(60
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发表日期 | 2019-10-29 |
发表期刊 | DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION 影响因子和分区 |
语种 | 英语 |
原始文献类型 | Article |
其他关键词 | RECOMMENDER-SYSTEMS |
摘要 | 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. |
资助项目 | Griffith University Gowonda HPC Cluster; Queensland Cyber Infrastructure Foundation; MRCUK Research & Innovation (UKRI)Medical Research Council UK (MRC) [MC_UU_00005/9, MC_UP_1401/1] Funding Source: UKRI; Medical Research CouncilUK Research & Innovation (UKRI)Medical Research Council UK (MRC)European Commission [MC_UP_1401/1, MC_UU_00005/9] Funding Source: researchfish; Wellcome TrustWellcome TrustEuropean Commission [107392/A/15/Z] Funding Source: researchfish |
出版者 | OXFORD UNIV PRESS |
出版地 | OXFORD |
ISSN | 1758-0463 |
卷号 | 2019页码:1-67 |
DOI | 10.1093/database/baz085 |
WOS类目 | Mathematical & Computational Biology |
WOS研究方向 | Mathematical & Computational Biology |
WOS记录号 | WOS:000494411700001 |
收录类别 | SCIE ; SCOPUS |
URL | 查看原文 |
PubMed ID | 33326193 |
SCOPUSEID | 2-s2.0-85082592913 |
通讯作者地址 | [Zhou, Yaoqi]School of Information and Communication Technology,Griffith University,Gold Coast,Australia |
Scopus学科分类 | Information Systems;Biochemistry, Genetics and Molecular Biology (all);Agricultural and Biological Sciences (all) |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | https://kms.wmu.edu.cn/handle/3ETUA0LF/20939 |
专题 | 第二临床医学院,附属第二医院、育英儿童医院 附属第二医院 |
通讯作者 | Zhou, Yaoqi |
作者单位 | 1.School of Information and Communication Technology,Griffith University,Gold Coast,Australia; 2.Institute for Glycomics,Griffith University,Gold Coast,Australia; 3.Department of Medicine/Medical Oncology,University of Colorado Anschutz Medical Campus,CO,United States; 4.Botany Department,Faculty of Science,Tanta University,Tanta,Egypt; 5.Institute of Human Genetics,Jena University Hospital,Friedrich Schiller University,Jena,Germany; 6.Department of Radiation Oncology,University Medical Center Schleswig-Holstein,Campus Kiel,Germany; 7.Agricultural Research Service,USDA,NY,United States; 8.Department of Biological and Environmental Science,University of Jyvaskyla,Finland; 9.Institute of Environmental Biotechnology,Graz University of Technology,Graz,Austria; 10.Department of Macromolecular Structures,National Center for Biotechnology (CNB-CSIC),Madrid,Spain; 11.Oral and Maxillofacial Radiology,Applied Oral Sciences,Faculty of Dentistry,University of Hong Kong,Hong Kong,Hong Kong; 12.Biodiversity Institute,Division of Entomology,University of Kansas,KS,United States; 13.Research and Development,Confer Health Inc.,Charlestown,United States; 14.Department for Methods Development and Research Infrastructure,Robert Koch Institute,Berlin,Germany; 15.Department of Surgical and Conservative Pediatrics and Adolescent Medicine,Martin Luther University of Halle-Wittenberg,Halle,Germany; 16.Department of BioHealth Informatics,IU School of Informatics and Computing,Indiana University-Purdue University,IN,United States; 17.School of Pharmacy,Stem Cell Biology and Regenerative Medicine,University of Reading,United Kingdom; 18.School of Engineering,Dali University,Dali City, Yunnan Province,China; 19.Department of Psychology,University of Salzburg,Austria; 20.Faculty of Life and Environmental Sciences,University of Tsukuba,Ibaraki,Japan; 21.Aghyle,UniLaSalle,Beauvais,France; 22.Department of Immunology,Henry Ford Health System,MI,United States; 23.Department of Emergency Medicine,School of Medicine,Zhejiang University,Hangzhou, Zhejiang,China; 24.Anesthesia and Pain Medicine,Istituto Nazionale Tumori,Fondazione Pascale,IRCCS,Napoli,Italy; 25.Department of Transfusion Medicine,National Institutes of Health,Bethesda,United States; 26.Institute of Infection,Immunity & Inflammation,University of Glasgow,United Kingdom; 27.Institute of Human Genetics,Polish Academy of Sciences,Poznan,Poland; 28.Department of Surgery,Oncology and Gastroenterology (DISCOG),University of Padua,Padova,Italy; 29.Biomedical Engineering,Eindhoven University of Technology,Eindhoven,Netherlands; 30.Institut de Biologie Moléculaire et Cellulaire (IBMC),University of Strasbourg,France; 31.Department of General,Visceral and Transplantation Surgery,University of Heidelberg,Germany; 32.Psychology,University of Notre Dame,Notre Dame,United States; 33.Radiology and Pathology,Massachusetts General Hospital,Harvard Medical School,Boston,United States; 34.Department of Biological Sciences,Auburn University,AL,United States; 35.KK Research Centre,KK Women's and Children's Hospital,Singapore; 36.Educational Psychology,University of Alabama,Tuscaloosa,United States; 37.Wellcome/EPSRC Centre for Interventional & Surgical Sciences,University College London,United Kingdom; 38.Department of Nutrition and Movement Sciences,Maastricht University,Maastricht,Netherlands; 39.Department of Radiation Oncology,University of Arkansas for Medical Sciences,Little Rock,United States; 40.Department of Land,Environment,Agriculture and Forestry,University of Padua,Padova,Italy; 41.Department of Biological and Environmental Sciences,University of Gothenburg,Sweden; 42.Priority Research Centre for Reproductive Science,University of Newcastle,Callaghan,Australia; 43.Medical School,University of Cyprus,Nicosia,Cyprus; 44.Agricultural Big-Data Research Center,College of Plant Protection,Shandong Agricultural University,Taian, Shandong,China; 45.Laboratory of Neuropsychology,National Institute of Mental Health,Bethesda,United States; 46.Wisconsin Institute for Discovery,University of Wisconsin,Madison,United States; 47.Structural Genomics Consortium,University of Oxford,United Kingdom; 48.Bioinformatics,TUM Campus Straubing for Biotechnology and Sustainability,Weihenstephan-Triesdorf University of Applied Sciences,Freising,Germany; 49.Cardiovascular Research,University of Michigan,MI,United States; 50.Pharmaceutical Chemistry,Bombay College of Pharmacy,Mumbai,India; 51.Developmental Neurobiology,Instituto de Investigaciones Biologicas Clemente Estable,Uruguay; 52.Surgical Gastroenterology and HPB Surgery,Gem Hospital & Research Centre,Coimbatore,India; 53.Department of Zoology,Faculty of Science,Kafr El Sheikh University,Kafr El Sheikh,Egypt; 54.Deparment of Internal Medicine IV,Medical University of Innsbruck,Austria; 55.Division of Biomedical Science and Biochemistry,Australian National University,Canberra,Australia; 56.Applied Technology for Neuro-Psychology Lab.,Catholic University of the Sacred Heart,Milan,Italy; 57.Medical Entomology,Shandong Institute of Parasitic Diseases,Shandong,China; 58.School of Pharmacy,Kumamoto University,Kumamoto,Japan; 59.Department of Biological Chemistry,Graduate School of Pharmaceutical Sciences,Nagoya City University,Nagoya,Japan; 60.Jamil-ur-Rahman Center for Genome Research,PCMD,ICCBS,University of Karachi,Karachi,75270,Pakistan; 61.Labormedizinisches Zentrum Dr Risch,Vaduz,Liechtenstein; 62.Medicine,University of Otago,Dunedin,New Zealand; 63.Maternal Fetal Medicine,KK Women's and Children's Hospital,Singapore; 64.G.E.R.N. Tissue Replacement,Regeneration & Neogenesis,Department of Orthopedics and Trauma Surgery,Medical Center - Albert-Ludwigs-University of Freiburg,Faculty of Medicine,Albert-Ludwigs-University of Freiburg,Germany; 65.Institute of Biochemistry & Molecular Biology,Heinrich Heine University,Duesseldorf,Germany; 66.Surgery,National University of Ireland,Galway,Ireland; 67.Institute of Agriculture,University of Western Australia,Perth,Australia; 68.Nuffield Department of Medicine,University of Oxford,United Kingdom; 69.Punggol Polyclinic,SingHealth Polyclinics,Singapore; 70.Division of Biological Chemistry,Biocenter,Medical University of Innsbruck,Austria; 71.Biochemistry and Genetics,La Trobe Institute for Molecular Sciences,La Trobe University,Melbourne,Australia; 72.INRA,University of Bordeaux,France; 73.Agriculture and Agri-Food Canada,Lethbridge Research and Development Centre,Lethbridge,Canada; 74.Trauma and Orthopaedics,St George's Hospital,London,United Kingdom; 75.Department of Protein Evolution,Max Planck Institute for Developmental Biology,Tübingen,Germany; 76.2nd Department of Gynaecology,Medical University of Lublin,Poland; 77.ICSI Analytics,National Research and Development Institute for Cryogenics and Isotopic Technologies - I.C.I.T.,Ramnicu Valcea, VL,Romania; 78.Occupational Therapy,University of KwaZulu-Natal,Westville Campus,Durban,South Africa; 79.Joint Department of Physics,Institute of Cancer Research,London,United Kingdom; 80.Department of Molecular Medicine and Surgery,Karolinska Institute,Solna,Sweden; 81.Orthopaedics,Second Affiliated Hospital of Wenzhou Medical University,Wenzhou, Zhejiang,China; 82.Laboratorio de Virología Molecular,Centro de Investigaciones Nucleares,Facultad de Ciencias,Universidad de la República,Uruguay; 83.Department of Medical Biochemistry & Cell Biology,University of Gothenburg,Sweden; 84.Pediatric Cardiology,Charité Medical University of Berlin,Germany; 85.Department of Neurology and Psychiatry,La Sapienza University of Rome,Italy; 86.Microbiology and Immunology,Indiana University School of Medicine-Northwest,Gary,United States; 87.Department of Behavioural and Molecular Neurobiology,University of Regensburg,Germany; 88.University of Queensland Diamantina Institute,University of Queensland,Translational Research Institute,Brisbane,Australia; 89.School of Biomedical Sciences,University of Hong Kong,Hong Kong,Hong Kong; 90.Pharmaceutical Sciences Department,St. Jude Children's Research Hospital,Memphis,United States; 91.Music,Durham University,Durham,United Kingdom; 92.Department of Hygiene and Epidemiology,University of Ioannina Medical School,Ioannina,Greece; 93.Systems Biology and Cancer Metabolism,Program for Quantitative Systems Biology,University of California,Merced,United States; 94.Institute for Transfusion Medicine,University Hospital Essen,Germany; 95.Computer Science,Virginia Commonwealth University,Richmond,United States; 96.Institute for Social Science Research,University of Queensland,Brisbane,Australia; 97.Centre International de Recherche en Infectiologie,Université de Lyon,France; 98.School of Allied Health Sciences,Griffith University,Gold Coast,Australia; 99.Department of Biochemistry and Molecular Biology,University of Melbourne,Parkville,Australia; 100.Department of Biohealth Informatics,School of Informatics and Computing,Indiana University-Purdue University,IN,United States; 101.College of Life Science,Shandong Normal University,Jinan,China; 102.Life Sciences Department,Shandong University,Shandong,China; 103.Integrative Microbiology Research Centre,South China Agriculture University,Guangzhou, Guangdong,China; 104.Crop Molecular Improving Laboratory,Liaoning Academy of Agricultural Sciences,Liaoning,China; 105.Medical Biophysics,Lawson Health Research Institute,London,Canada; 106.Infrastructure Engineering,University of Melbourne,Parkville,Australia; 107.Faculty of Health,University of Canberra,ACT,Australia; 108.MRC Cognition & Brain Sciences Unit,University of Cambridge,United Kingdom; 109.Biostatistics and Bioinformatics,Emory University,Atlanta,United States; 110.Anesthesiology and Critical Care Medicine,Johns Hopkins School of Medicine,Baltimore,United States; 111.Institute for Lung Research,Philipps-University Marburg,Germany; 112.School of Animal Rural and Environmental Sciences,Nottingham Trent University,Nottingham,United Kingdom; 113.Biosciences,University of Exeter,United Kingdom; 114.Hillingdon Hospitals NHS Foundation Trust,London,United Kingdom; 115.MRC/CSO Social and Public Health Sciences Unit,University of Glasgow,United Kingdom; 116.ICU Evaggelismos Athens Hospital,National and Kapodistrian University of Athens,Greece; 117.Biological Sciences,University of Newcastle,Callaghan,Australia; 118.Centre for Innovative Research Across the Life Course,Faculty of Health and Life Sciences,Coventry University,United Kingdom; 119.Service of Endocrinology,Diabetes and Metabolism,Lausanne University Hospital,Switzerland; 120.School of Community Health,Charles Sturt University,Bathurst,Australia; 121.Institute for Global Food Security,Queen's University Belfast,United Kingdom; 122.Department of Biology,Indiana University,Bloomington,United States; 123.Institute of Policy Studies,National University of Singapore,Singapore; 124.Intitute doe Medicine and Engineering,University of Pennsylvania,Philadelphia,United States; 125.Cold Spring Harbor Laboratory,NY,United States; 126.EECS,University of Michigan,MI,United States; 127.Centre for Blood Research,University of British Columbia,Vancouver,Canada; 128.Faculty of Health Sciences,Department of Health and Care Sciences,UiT - The Arctic University of Norway,Tromsø,Norway; 129.Physiotherapy,Hospital of Clinics of Porto Alegre,Brazil; 130.Medical School,University Paris Descartes,Paris,France; 131.Institute of Crop Sciences,National Key Facility for Crop Gene Resources and Genetic Improvement,Chinese Academy of Agricultural Sciences,Beijing,China; 132.Experimental-Clinical and Health Psychology,Ghent University,Belgium; 133.Oral Biology,University of Florida,Gainesville,United States; 134.Bioinformatics & Structural Biology,Indian Institute of Advanced Research,Gujart,India; 135.Laboratory of Molecular Medicine,Bambino Ges. Children's Research Hospital,Rome,Italy; 136.Center of Infectious Disease - Parasitology,University of Heidelberg,Germany; 137.Electrical Engineering,Stanford University,Palo Alto,United States; 138.Biology,University of Cádiz,Andalusia,Spain; 139.General Surgery,Mansoura University Hospital,Egypt; 140.Virology Pole,Institut Pasteur de Dakar,Senegal; 141.Division of Cancer & Genetics,Cardiff University,United Kingdom; 142.Food Safety and Environmental Microbiology,Centre of Expertise and Biological Diagnostic of Cameroon,Yaoundé,Cameroon; 143.Laboratory of Thin Films and Photovoltaics,Swiss Federal Laboratories for Materials Science and Technology,Dübendorf,Switzerland; 144.Department of Biochemistry,University of Colorado,Boulder,United States; 145.Urology,Assiut Urology and Nephrology Hospital,Assiut University,Egypt; 146.GEE,IHA,University College London,United Kingdom; 147.Online Learning,University of Derby,United Kingdom; 148.Family,Population and Preventive Medicine,Stony Brook University,NY,United States; 149.Molecular Medicine Division,Walter and Eliza Hall Institute,Melbourne,Australia; 150.Northern Institute for Cancer Research,Newcastle University,Newcastle-upon-Tyne,United Kingdom; 151.Clinical Dementia Research,German Center for Neurodegenerative Diseases,Bonn,Germany; 152.UMR 7144,Station Biologique,Sorbonne Université,CNRS,France; 153.Odontoestomatologia,University of Barcelona,Spain; 154.Computer Science,Janelia Research Campus,Ashburn,United States; 155.Center for the Promotion of Interdisciplinary Education and Research,Kyoto University,Kyoto,Japan; 156.Centre for Tropical Medicine and Global Health,University of Oxford,United Kingdom; 157.ARTORG Center for Biomedical Engineering Research,University of Bern,Switzerland; 158.Eccles Institute of Neuroscience,John Curtain School of Medical Research,Australian National University,Canberra,Australia; 159.Metabolic Biology,John Innes Centre,Norwich,United Kingdom; 160.Genomics and Bioinformatics Research Unit,USDA,NY,United States; 161.Holzinger Group,Institute for Medical Informatics,Statistics and Documentation,Medical University Graz,Austria; 162.Pharmacy,Ajou University,Suwon,South Korea; 163.School of Energy and Environment,City University of Hong Kong,Hong Kong,Hong Kong; 164.School of Kinseiology,University of British Columbia,Vancouver,Canada; 165.Department of Biology,Marine Biology Section,University of Copenhagen,Denmark; 166.Institute for Virus Diagnostics,Friedrich Loeffler Institute,Insel Riems, Greifswald,Germany; 167.Department of Communication,University of Vienna,Austria; 168.Institute of Neuroscience and Psychology,University of Glasgow,United Kingdom; 169.Institute of Botany,Technische Universitat Dresden,Germany; 170.Division of Structural Biology,University of Oxford,United Kingdom; 171.Medicine,National University Health System,Singapore; 172.School of Biological Sciences,University of Canterbury,Christchurch,New Zealand; 173.Biology,University of Konstanz,Germany; 174.Primary Care Health Sciences,University of Oxford,United Kingdom; 175.National Institute of Neurological Disorders and Stroke (NINDS),National Institutes of Health,Bethesda,United States; 176.Verna and Marrs McLean Department of Biochemistry and Molecular Biology,Baylor College of Medicine,Houston,United States; 177.Department of Zoology,University of Oxford,United Kingdom; 178.Department of Public Health Nursing,Faculty of Nursing,Adnan Menderes University Aydin,Turkey; 179.Department of Neurology IC,Oasi Research Institute - IRCCS,Italy; 180.Weldon School of Biomedical Engineering,Purdue University,West Lafayette,United States; 181.King's Centre for Military Health Research,King's College London,United Kingdom; 182.Department of Infectious Diseases Epidemiology,LSHTM,London,United Kingdom; 183.BMWZ - Organic Chemistry,University Hannover,Germany; 184.Department of Physiology and Pathophysiology,School of Basic Medical Sciences,Xi'an Jiaotong University,Shaanxi,China; 185.School of Pharmacy and Medical Sciences,University of South Australia,Adelaide,Australia; 186.Department of Physical Education,Federal University of Santa Catarina,Florianópolis,Brazil; 187.Department of Oncology,Nanfang Hospital,Southern Medical University,Guangzhou,China; 188.Department of Bioinformatics,Technical University of Munich,München,Germany; 189.Hansen Experimental Physics Laboratory,Stanford University,Palo Alto,United States; 190.Institute of Translational Medicine,Shenzhen Second People's Hospital,First Affiliated Hospital of Shenzhen University,Guangdong,China; 191.Department of Statistics and Actuarial Science,University of Hong Kong,Hong Kong,Hong Kong; 192.Department of Mechanical Engineering,University College London,United Kingdom; 193.Laboratory of Microbial Immunity,Singapore Immunology Network,Agency for Science,Technology and Research (A STAR),Singapore; 194.State Key Laboratory of Powder Metallurgy,Central South University,Hunan,China; 195.Institute of Applied Health Sciences,University of Aberdeen,United Kingdom; 196.Biomedical Engineering,University of Bridgeport,CT,United States; 197.Pharmaceutical Sciences,Texas Tech University Health Sciences Center,Lubbock,United States; 198.Ecosystem and Conservation Sciences,University of Montana,Missoula,United States; 199.School of Animal and Veterinary Sciences,University of Adelaide,SA,Australia; 200.Department of Systems Neuroscience,University of Goettingen,Germany; 201.School of Public Affairs,Penn State Harrisburg,PA,United States; 202.Bristol Medical School,University of Bristol,United Kingdom; 203.Water Resources and Environmental Modeling,Czech University of Life Sciences,Prague,Czech Republic; 204.Neurology,Gardner Family Center for Parkinson's Disease and Movement Disorders,University of Cincinnati,OH,United States; 205.Melbourne School of Population and Global Health,University of Melbourne,Parkville,Australia; 206.Christie Patient Centred Research,Christie NHS Foundation Trust,Manchester,United Kingdom; 207.Environmental Health Science and Engineering,Jimma University,Ethiopia; 208.Laboratory of Systems Genetics,National Heart,Lung,and Blood Institute,Bethesda,United States; 209.Department of Medicine,University of Oslo,Norway; 210.Cancer Biology,Stanford University,Palo Alto,United States; 211.Medicine,University of Sydney,NSW,Australia; 212.Clarendon Laboratory,Department of Physics,University of Oxford,United Kingdom; 213.Biochemistry,University of Cambridge,United Kingdom; 214.Biochemical Plant Physiology,Heinrich Heine University,Duesseldorf,Germany; 215.Department of Respiratory Medicine,Norfolk and Norwich University Hospital NHS Foundation Trust,United Kingdom; 216.Imaging,Cleveland Clinic Lou Ruvo Center for Brain Health,Las Vegas,United States; 217.Nutrition and Dietetics,College of Nursing and Health Sciences,Flinders University,Adelaide,Australia; 218.School of Medicine,University of Dundee,United Kingdom; 219.Laboratory of Optics and Dynamics of Biological Systems,Novosibirsk State University,Russian Federation; 220.Department of Mathematics,University of Padova,Italy; 221.Department of Electrical and Information Engineering,Covenant University,Ota,Nigeria; 222.Clinical Research,London School of Tropical Medicine,United Kingdom; 223.Sciences Naturelles,UQO,Ripon,Canada; 224.Faculty of Law,Lund University,Malmö,Sweden; 225.Department of Microbiology and Immunology,University of Gothenburg,Sweden; 226.Biology Department,Stanford University,Palo Alto,United States; 227.Department of Genetics and Biosystematics,University of Gdansk,Poland; 228.Kachwekano Zardi,National Agricultural Research Organization (NARO),Entebbe,Uganda; 229.Bachelor Program in Interdisciplinary Studies,National Yunlin University of Science & Technology,Yunlin County,Taiwan; 230.Clinical Genome Analysis Branch,National Cancer Center,Goyang,South Korea; 231.Department of Biomedicine and Health,Danish Research Institute of Translational Neuroscience (DAN-DRITE),Aarhus,Denmark; 232.Institute for Stem Cell Research and Regenerative Medicine,Heinrich Heine University,Düsseldorf,Germany; 233.Biostatistics,Yale University,New Haven,United States; 234.Centre de Recherches Insulaires et Observatoire de l'Environnement (CRIOBE),PSL University Paris,EPHE-UPVD-CNRS USR 3278 CRIOBE,University of Perpignan,via Domitia,France; 235.Mathematics and Computer Sciences,Eduardo Mondlane University,Maputo,Mozambique; 236.Department of Old Age Psychiatry and Psychotherapy,University of Bern,Switzerland; 237.Kinesiology and Health Science,Biola University,La Mirada,United States; 238.Department of Agroforesty and Landscape,University of Padua,Padova,Italy; 239.Laboratory of Cytology of Unicellular Organisms,Institute of Cytology RAS,Saint Petersburg,Russian Federation; 240.Faculty of Engineering and Information Technology,University of Wollongong,Wollongong,Australia; 241.School of Chemistry and Chemical Engineering,Beijing Institute of Technology,Beijing,China; 242.Food Processing,Research Institute of Food Science and Technology (RIFST),Mashhad,Iran; 243.Faculty of Pharmaceutical Sciences,University of British Columbia,Vancouver,Canada; 244.Cell and Developmental Biology,Centre for Genomic Regulation,Barcelona,Spain; 245.Queensland Alliance for Agriculture and Food Innovation,University of Queensland,Brisbane,Australia; 246.Cell Biology,Rostock University Medical Center,Germany; 247.Genetics and Genomics,Roslin Institute,University of Edinburgh,United Kingdom; 248.Biochemistry,College of Medicine,Mohammed Bin Rashid University of Medicine and Health Sciences,Dubai,United Arab Emirates; 249.Genomic Research & Discovery Facility,Centre for Integrative Ecology,Deakin University,Geelong,Australia; 250.Division of Rehabilitation and Agein,University of Nottingham,United Kingdom; 251.Engineering,University of Nottingham,United Kingdom; 252.Immunology,Garvan Institute,Sydney,Australia; 253.Auckland Bioengineering Institute,University of Auckland,New Zealand; 254.Psychiatry,Albert Einstein College of Medicine,New York City,United States; 255.Department of Medical Parasitology and Infection Biology,Swiss Tropical and Public Health Institute,University of Basel,Switzerland; 256.Inhalation Toxicology,Fraunhofer Institute for Toxicology and Experimental Medicine (ITEM),Hannover,Germany; 257.Department of Rheumatology and Internal Medicine,Wroclaw Medical University,Poland; 258.BCRT,Charité Medical University of Berlin,Germany; 259.Public Health,University of Hong Kong,Hong Kong,Hong Kong; 260.Experimental Psychology,University of Oxford,United Kingdom; 261.School of Life Sciences,Hubei Key Laboratory of Genetic Regulation and Integrative Biology,Central China Normal University,Hubei,China; 262.Department for Internal Medicine II,University Clinic Krems,Karl Landsteiner University for Health Sciences,Austria; 263.Anesthesia and Pain Medicine,University Health Network,University of Toronto,ON,Canada; 264.Institute of Earth and Environmental Science,University of Potsdam,Germany; 265.Medical Biology and Genetics,Akdeniz University,Antalya,Turkey; 266.Department for Health,University of Bath,United Kingdom; 267.Institute of Organic Chemistry,Justus-Liegbig University,Giessen,Germany; 268.Computational and RNA Biology,University of Copenhagen,Denmark; 269.Bedford Institute of Oceanography,Fisheries and Oceans Canada,Dartmouth,Canada; 270.Integrative Medicine & Clinical Naturopathy,Institute for Social Medicine,Epidemiology and Health Economics,Charité Medical University of Berlin,Germany; 271.Physical Biology,BMLS,CEF-MC,Goethe Universität,Frankfurt am Main,Germany; 272.Viral Diseases,Sciensano,Ixelles,Belgium; 273.Department of Psychiatry,Faculty of Medicine,Public Health and Nursing,Gadjah Mada University,Yogyakarta,Indonesia; 274.Anatomy and Structural Biology,Albert Einstein College of Medicine,New York City,United States; 275.Nephrology and Hypertension,St. Marianna University,Kanagawa,Japan; 276.National Institute of Mental Health,National Institutes of Health,Bethesda,United States; 277.Office of the Queensland Chief Scientist,Department of Environment and Science,Queensland Government,Brisbane,Australia; 278.Department of Surgical Sciences,Section of Vascular Surgery,Uppsala University,Uppsala,Sweden; 279.Animal Science,University of Connecticut,Storrs,United States; 280.Research,Children's Cancer Hospital,Cairo,Egypt; 281.Department of Earth,Ocean,and Atmospheric Science,Florida State University,Tallahasse,United States; 282.Unité Biologie Fonctionnelle et Adaptative (BFA),CNRS UMR8251,Université Paris Diderot,Paris,France; 283.School of Biochemistry,University of Bristol,United Kingdom; 284.Department of Anatomy,Faculty of Medicine,Trakia University,Stara Zagora,Bulgaria; 285.Bio Pilot Plant,Leibniz Institute for Natural Product Research and Infection Biology,Jena,Germany; 286.Institute of Research and Development,Duy Tan University,Da Nang,Viet Nam; 287.Internal Medicine I,Medical University Hospital,Tübingen,Germany; 288.Helsinki Institute of Life Science (HiLIFE),University of Helsinki,Finland; 289.Department of Animal Biology,Federal University of Technology,Minna,Nigeria; 290.Institute of Chinese Medical Sciences,University of Macau,Guangdong,China; 291.Australian Institute for Bioengineering and Nanotechnology,University of Queensland,Brisbane,Australia; 292.NIOC,IOR Research Institute,Tehran,Iran; 293.Bioanalysis,Ghent University,Belgium; 294.Department of Dermatology,First Affiliated Hospital,Sun Yat-sen University,Guangzhou, Guangdong,China; 295.School of Business,Dalian University of Technology,Liaoning,China; 296.Faculty of Kinesiology,University of Calgary,AB,Canada; 297.Department of Psychological Medicine,Weston Education Centre,King's College London,United Kingdom; 298.Netelabs,NET ESolutions,McLean,United States; 299.Chief Scientist,George Institute for Global Health,Sydney,Australia; 300.Radiology and Chemistry,UCSF,San Francisco,United States; 301.Griffith Institute for Drug Discovery,Griffith University,Brisbane,Australia; 302.Centre of Biology and Health Sciences,Mackenzie Presbyterian University,São Paulo,Brazil; 303.Neuropsychiatry,University of Pennsylvania,Philadelphia,United States; 304.School of Environmental and Municipal Engineering,Tianjin Chengjian University,Tianjin,China; 305.Shandong Provincial Key Laboratory of Biophysics,College of Physics and Electronic Information,Dezhou University,Dezhou,China; 306.Int Med-Hematology/Oncology,University of Michigan,MI,United States; 307.College of Life Sciences,Henan Agricultural University,Zhengzhou,China; 308.Department of Transufusion Medicine,National Institutes of Health,Bethesda,United States; 309.Institute of Public Health,University of Southern Denmark,Odense,Denmark; 310.Beijing Children's Hospital,Capital Medical University,Beijing,China; 311.Public Health,University of Tokyo,Japan; 312.Department of Biology,Faculty of Sciences and Techniques,Tangier,Morocco; 313.First Affiliated Hospital,Sun Yat-sen University,Guangzhou, Guangdong,China; 314.Department of Medicine,University of Illinois at Chicago,IL,United States; 315.Department of Occupational Health,School of Public Health,Shaanxi University of Chinese Medcine,Shaanxi,China; 316.Department of Critical Care Medicine,Affiliated Hospital of Zunyi Medical University,Guizhou,China; 317.State Key Laboratory of Pathogen and Biosecurity,Beijing Institute of Microbiology and Epidemiology,Beijing,China; 318.Key Laboratory of Neonatal Disease,Ministry of Health,Shanghai,China; 319.Institute of Biophysics,Dezhou University,Shandong,China; 320.Molecular Microbiology,John Innes Centre,Norwich,United Kingdom; 321.Pathology,Fudan University Shanghai Cancer Center,Shanghai,China; 322.Department of Physics,Covenant University,Ota,Nigeria; 323.Institute of Evolutionary Biology,University of Edinburgh,United Kingdom; 324.Department of Physical Therapy and Health Rehabilitation,Prince Sattam Bin Abdulaziz University,Al Kharj,Saudi Arabia; 325.Chemical Engineering,Loughborough University,United Kingdom; 326.Physiotherapy,Umm Al-Qura University,Mecca,Saudi Arabia; 327.Department of Computer Science,University of Liverpool,United Kingdom; 328.Cognitive Science,Lund University,Malmö,Sweden; 329.Department of Public and Environmental Health,National Open University of Nigeria,Abuja,Nigeria; 330.Department of Social Policy and Intervention,University of Oxford,United Kingdom; 331.Australian Research Council Centre of Excellence in Plant Energy Biology,Waite Research Precinct,University of Adelaide,SA,Australia; 332.Physics of Complex Systems,Weizmann Institute of Science,Rehovot,Israel; 333.Department of Biology and Ecology,Faculty of Science,University of Ostrava,Czech Republic; 334.Agricultural Sciences,University of Helsinki,Finland; 335.Bioinformatics Unit,Max Planck Institute of Immunobiology and Epigenetics,Freiburg,Germany; 336.Mathematics Education,University of Regensburg,Germany; 337.Public Health,Ghana Health Services,Ghana; 338.Diabetes Foot Service,NHS Lothian,New Royal Infirmary of Edinburgh,United Kingdom; 339.Institute of Public Health - Section of Hygiene,Catholic University of the Sacred Heart,Rome,Italy; 340.Computational Bioscience Program,University of Colorado Anschutz Medical Campus,CO,United States; 341.Department of Laboratorial Science and Technology,School of Public Health,Peking University,Beijing,China; 342.Cambridge Institute of Public Health,University of Cambridge,United Kingdom; 343.Menzies Centre for Health Policy,School of Public Health,University of Sydney,NSW,Australia; 344.College of Life Sciences,Heilongjiang University,Harbin,China; 345.Department of Computer Science,University of Southern California,Los Angeles,United States; 346.Department of Electrical and Computer Engineering,University of Auckland,New Zealand; 347.College of Life Sciences,Zhejiang Sci-Tech University,Zhejiang,China; 348.College of Chemistry and Chemical Engineering,Xianyang Normal College,Shannxi,China; 349.School of Chinese Materia Medica,Research Center of TCM Information Engineering,Beijing University of Chinese Medicine,Beijing,China; 350.Department of Surgery,Seoul National University Bundang Hospital,Seoul National University College of Medicine,Seongnam,South Korea; 351.Maternal and Child Health Division,International Centre for Diarrhoeal Diseases Research,Bangladesh; 352.Department of Forensic Medicine,University of Copenhagen,Denmark; 353.Institute for Biochemistry,University of Muenster,Germany; 354.Biological Sciences,University of Southampton,United Kingdom; 355.Cardiac Surgery,Niguarda Hospital,Milan,Italy; 356.Hearing and Speech Sciences,Vanderbilt University,Nashville,United States; 357.Faculty of Biology,Medicine and Health,University of Manchester,United Kingdom; 358.Clinic for Horses,University of Veterinary Medicine,Hannover,Germany; 359.NeuroPSI - UMR9197,CNRS,France; 360.Agricultural Economics,Bangladesh Agricultural University,Bangladesh; 361.Department of Surgical Oncology,Second Affiliated Hospital of Zhejiang University,Zhejiang University,Hangzhou, Zhejiang,China; 362.Laboratory of Medical Genetics,Harbin Medical University,Heilongjiang,China; 363.State Key Laboratory of Genetic Engineering,Collaborative Innovation Center for Genetics and Development,School of Life Sciences,Fudan University,Shanghai,China; 364.National Centre for Epidemiology and Population Health (RSPH),Australian National University,Canberra,Australia; 365.Biology,Natural History Museum of Denmark,Denmark; 366.Department of Psychology,University of Saskatchewan,Saskatoon,Canada; 367.Physics,Université Paris Diderot,France; 368.Epidemiology and Biostatistics,Bahir Dar University,Ethiopia; 369.Centre of Studies in Geography and Spatial Planning (CEGOT),University of Coimbra,Portugal; 370.Computer Science and Engineering,University of Nebraska-Lincoln,NE,United States; 371.Epidemiology,University Medical Center Groningen,University of Groningen,Netherlands; 372.Radiology,University College London,United Kingdom; 373.Department of Neurology and Neurosurgery,South Central High Specialty Hospital,Pemex,Mexico; 374.College of Information Science and Engineering,Shandong Agricultural University,Taian, Shandong,China; 375.Neurobiology and Bioengineering,Stanford University,Palo Alto,United States; 376.College of Life Sciences,Sichuan University,Sichuan,China; 377.National Drug Research Institute,Curtin University,Perth,Australia; 378.Gibson Lab,Stowers Institute for Medical Research,Kansas City,United States; 379.Bacteriology and Epidemiology,Wageningen Bioveterinary Research,Lelystad,Netherlands; 380.General Practice,University Medical Center Göttingen,Germany; 381.Novo Nordisk Foundation Center for Protein Research,Proteomics Program,Faculty of Health and Medical Sciences,University of Copenhagen,Denmark; 382.Department of Rheumatology and Immunology,Guangdong Seco |
推荐引用方式 GB/T 7714 | Brown, Peter,Zhou, Yaoqi,Tan, Aik-Choon,et al. Large expert-curated database for benchmarking document similarity detection in biomedical literature search[J]. DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION,2019,2019:1-67. |
APA | Brown, Peter., Zhou, Yaoqi., Tan, Aik-Choon., El-Esawi, Mohamed A.., Liehr, Thomas., ... & Pulido-Arjona, Leonardo. (2019). Large expert-curated database for benchmarking document similarity detection in biomedical literature search. DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION, 2019, 1-67. |
MLA | Brown, Peter,et al."Large expert-curated database for benchmarking document similarity detection in biomedical literature search".DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION 2019(2019):1-67. |
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