Machine learning risk prediction of mortality for patients undergoing surgery with perioperative SARS-CoV-2: the COVIDSurg mortality score / Bravo, Laura; Nepogodiev, Dmitri; Glasbey, James C; Li, Elizabeth; Simoes, Joana FF; Kamarajah, Sivesh K; Picciochi, Maria; Abbott, Tom EF; Ademuyiwa, Adesoji O; Arnaud, Alexis P; Agarwal, Arnav; Brar, Amanpreet; Elhadi, Muhammed; Mazingi, Dennis; Cardoso, Victor Roth; Lawday, Samuel; Sayyed, Raza; Omar, Omar M; Ramos de la Madina, Antonio; Slater, Luke; Venn, Mary; Gkoutos†, Georgios; Bhangu†, Aneel; Bravo, Laura; Cardoso, Victor Roth; Slater, Luke; Karwath, Andreas; Gkoutos, Georgios; Bravo, Laura; Bhangu, Aneel; Siaw-Acheampong, Kwabena; Argus, Leah; Chaudhry, Daoud; Dawson, Brett E; Glasbey, James C; Gujjuri, Rohan R; Jones, Conor S; Kamarajah, Sivesh K; Khatri, Chetan; Keatley, James M; Lawday, Samuel; Li, Elizabeth; Mann, Harvinder; Marson, Ella J; Mclean, Kenneth A; Picciochi, Maria; Taylor, Elliott H; Tiwari, Abhinav; Simoes, Joana F F; Trout, Isobel M; Venn, Mary L; Wilkin, Richard J W; Bhangu, Aneel; Nepogodiev, Dmitri; Dajti, Irida; Gjata, Arben; Boccalatte, Luis; Modolo, Maria Marta; Cox, Daniel; Pockney, Peter; Pockney, Peter; Townend, Philip; Aigner, Felix; Kronberger, Irmgard; Hossain, Kamral; Vanramshorst, Gabrielle; Lawani, Ismail; Ataide, Gustavo; Baiocchi, Glauco; Buarque, Igor; Gohar, Muhammad; Slavchev, Mihail; Agarwal, Arnav; Brar, Amanpreet; Martin, Janet; Modolo, Maria Marta; Olivos, Maricarmen; Calvache, Jose; Perez Rivera, Carlos Jose; Hadzibegovic, Ana Danic; Kopjar, Tomislav; Mihanovic, Jakov; Klat, Jaroslav; Novysedlak, René; Christensen, Peter; El-Hussuna, Alaa; Batista, Sylvia; Lincango, Eddy; Emile, Sameh H; Mengesha, Mengistu Gebreyohanes; Hailu, Samuel; Tamiru, Hailu; Kauppila, Joonas; Laukkarinen, Johanna; Arnaud, Alexis; Albertsmeiers, Markus; Lederhuber, Hans; Loffler, Markus; Tabiri, Stephen; Metallidis, Symeon; Tsoulfas, Georgios; Lorena, Maria Aguilera; Grecinos, Gustavo; Mersich, Tamas; Wettstein, Daniel; Ghosh, Dhruv; Kembuan, Gabriele; Brouk, Peiman; Khosravi, Mohammad; Mozafari, Masoud; Adil, Ahmed; Mohan, Helen M; Zmora, Oded; Fiore, Marco; Gallo, Gaetano; Pata, Francesco; Pellino, Gianluca; Satoi, Sohei; Ayasra, Faris; Chaar, Mohammad; Fakhradiyev, Ildar R; Jamal, Mohammad; Elhadi, Muhammed; Gulla, Aiste; Roslani, April; Martinez, Laura; De La Medina, Antonio Ramos; Outani, Oumaima; Jonker, Pascal; Kruijff, Schelto; Noltes, Milou; Steinkamp, Pieter; van der Plas, Willemijn; Ademuyiwa, Adesoji; Osinaike, Babatunde; Seyi-olajide, Justina; Williams, Emmanuel; Pejkova, Sofija; Augestad, Knut Magne; Soreide, Kjetil; Balushi, Zainab Al; Qureshi, Ahmad; Sayyed, Raza; Mohsen Daraghmeh, Mustafa Abu; Abukhalaf, Sadi; Cukier, Moises; Gomez, Hugo; Shu, Sebastian; Vasquez, Ximena; Parreno-Sacdalan, Marie Dione; Major, Piotr; Azevedo, José; Cunha, Miguel; Santos, Irene; Zarour, Ahmad; Bonci, Eduard-Alexandru; Negoi, Ionut; Efetov, Sergey; Litvin, Andrey; Ntirenganya, Faustin; Alameer, Ehab; Radenkovic, Dejan; Koh Hong Xiang, Frederick; Hoe, Chew Min; Chi Yong, James Ngu; Moore, Rachel; Nhlabathi, Ncamsile; Colino, Ruth Blanco; Bravo, Ana Minaya; Minaya-Bravo, Ana; Jayarajah, Umesh; Wickramasinghe, Dakshitha; Elmujtaba, Mohammed; Jebril, William; Rutegård, Martin; Sund, Malin; Isik, Arda; Leventoğlu, Sezai; Abbott, Tom E F; Benson, Ruth; Caruna, Ed; Chakrabortee, Sohini; Demetriades, Andreas; Desai, Anant; Drake, Thomas D; Edwards, John G; Evans, Jonathan P; Ford, Samuel; Fotopoulou, Christina; Griffiths, Ewen; Hutchinson, Peter; Jenkinson, Michael D; Khan, Tabassum; Knight, Stephen; Kolias, Angelos; Leung, Elaine; Mckay, Siobhan; Norman, Lisa; Ots, Riinu; Raghavan, Vidya; Roberts, Keith; Schache, Andrew; Shaw, Richard; Shaw, Katie; Smart, Neil; Stewart, Grant; Sundar, Sudha; Vimalchandran, Dale; Wright, Naomi; Alshryda, Sattar; Alser, Osaid; Breen, Kerry; Ganly, Ian; Kaafarani, Haytham; Kendall, Brittany; Mashbari, Hassan; Naggar, Hamza Al; Mazingi, Dennis; Simoes, Joana F F; Dajti, I; Valenzuela, J I; Boccalatte, L A; Gemelli, N A; Smith, D E; Dudi-Venkata, N N; Kroon, H M; Sammour, T; Roberts, M; Mitchell, D; Lah, K; Pearce, A; Morton, A; Dawson, A C; Drane, A; Sharpin, C; Nataraja, R M; Pacilli, M; Cox, D R A; Muralidharan, V; Riddiough, G E; Clarke, E M; Jamel, W; Qin, K R; Pockney, P; Cope, D; Egoroff, N; Lott, N; Putnis, S; De Robles, S; Ang, Z; Mitteregger, M; Uranitsch, S; Stiegler, M; Seitinger, G; Aigner, F; Lumenta, D B; Nischwitz, P S; Richtig, E; Pau, M; Srekl-Filzmaier, P; Eibinger, N; Michelitsch, B; Fediuk, M; Papinutti, A; Seidel, G; Kahn, J; Cohnert, T U; Messner, F; Öfner, D; Presl, J; Varga, M; Weitzendorfer, M; Emmanuel, K; Binder, A D; Zimmermann, M; Holawe, S; Nkenke, E; Grimm, C; Kranawetter, M; Rahman Mitul, A; Islam, N; Karim, S; Komen, N; Putnis, S; De Robles, S; Ang, E; De Praetere, H; Tollens, T; Schols, G; Smets, C; Haenen, L; Quintens, J; Van Belle, K; Van Ramshorst, G H; Pattyn, P; Desender, L; Martens, T; Van de Putte, D; Lerut, P; Grimonprez, A; Janssen, M; De Smul, G; Wallaert, P; Van den Eynde, J; Oosterlinck, W; Van den Eynde, R; Sermon, A; Boeckxstaens, A; Cordonnier, A; De Coster, J; Jaekers, J; Politis, C; Miserez, M; Duchateau, N; De Gheldere, C; Flamey, N; Pattyn, P; Christiano, A; Guidi, B; Minussi, A L; Castro, S; Okoba, W; Maldonado, F H R; Oliveira, P; Baldasso, T; Santos, L; Gomes, G M A; Buarque, I L; Pol-Fachin, L; Bezerra, T S; Barros, A V; da Silva, A M R; Leite, A L S; Silvestre, D W A; Ferro, C C; Araujo, M S; Lopes, L M; Damasceno, P D; Araujo, D H S; Laporte, G; Salem, M C; Guimaraes-Filho, M A C; Nacif, L; Flumignan, R L G; Nakano, L C U; Kuramoto, D A B; Aidar, A L S; Pereda, M R; Correia, R M; Santos, B C; Carvalho, A A; Amorim, J E; Guedes Neto, H J; Areias, L L; Sousa, A F; Flumignan, C D Q; Lustre, W G; Moreno, D H; Barros, N; Baptista-Silva, J C C; Matos, L L; Kowaski, L P; Kulcsar, M A V; Nunes, K S; Teixeira, M F; Nunes, R L; Ijichi, T R; Kim, N J; Marreiro, A; Muller, B; Barakat Awada, J; Baiocchi, G; Kowalski, L P; Vartanian, J G; Makdissi, F B; Aguiar, S; Marques, N; Carvalho, G B; Marques, T M D M; Abdallah, E A; Zurstrassen, C E; Gross, J L; Zequi, S C; Gonçalves, B T; Santos, S S; Duprat, J P; Coimbra, F J F; Cicco, R; Takeda, F; Cecconello, I; Ribeiro, U; Gatti, A; Oliva, R; Nardi, C; Slavchev, M; Atanasov, B; Belev, N; Dell, A; Bigam, D; Dajani, K; Al Riyami, S; Martin, J; Cheng, D; Yang, H; Fayad, A; Carrier, F M; Amzallag, E; Desroches, J; Ruel, M; Caminsky, N G; Boutros, M; Moon, J; Wong, E G; Vanounou, T; Pelletier, J; Wong, S; Girsowicz, E; Bayne, J; Obrand, D; Gill, H; Steinmetz, O; Mackenzie, K; Lukaszewski, M; Jamjoum, G; Richebé, P; Verdonck, O; Discepola, S; Godin, N; Idrissi, M; Lecluyse, V; Côté, G; Demyttenaere, S; Garfinkle, R; Boutros, M; Kouyoumdjian, A; Boutros, M; Dumitra, S; Moon, J; Wong, E G; Khwaja, K; Luo, L; Lukaszewski, M; Gill, H; Berry, G; Liberman, A S; Girsowicz, E; Bayne, J; Obrand, D; Steinmetz, O; Mackenzie, K; Schmid, S; Spicer, J; Al Farsi, M; Abou-Khalil, J; Couture, E; Mohammadi, S; Tremblay, H; Gagné, N; Bergeron, A; Turgeon, A F; Costerousse, O; Bellemare, D; Babin, C; Blier, C; Wood, M L; Persad, A; Groot, G; Pham, H; D'Aragon, F; Carbonneau, E; Bouchard, M; Masse, M; Pesant, F; Héroux, J; Karanicolas, P; Hallet, J; Nadler, A; Nathens, A; Ko, M; Brar, A; Mayson, K; Kidane, B; Srinathan, S; Escudero, M I; Reyes, J T; Modolo, M M; Ramirez Nieto, P; Sepulveda, R; Bolbarán, A; Molero, A; Ruiz, I; Reyes, G P; Salas, R; Suazo, C; Muñoz, R; Grasset, E; Inzunza, M; Besser, N; Irarrázaval, M J; Jarry, C; Bellolio, F; Romero Manqui, C A; Ruiz Esquide, M; Fuentes, T; Campos, J; Perez Rivera, C J; Cabrera, P A; Pinilla, R E; Guevara, O; Jimenez Ramirez, L J; Velasquez Cuasquen, B G; Herrera Mora, D R; Bonilla, A; Diaz, S; Manrique, E; Facundo, H; Velez Bernal, J L; Ángel, J; García, M; Guzmán, L; Lehmann, C; Cervera, S; Trujillo Sanchez, L M; Guevara, R; Valbuena, D; Suarez, L; Jimenez, G; Velandia, A; Vargas, J; Espinosa, J; Rey, S; Mendoza Quevedo, J; Calvache, J A; Orozco-Chamorro, C M; Sánchez-Gómez, T A; Rojas-Tejada, D A; Mihanovic, J; Bakmaz, B; Rakvin, I; Sulen, N; Andabaka, T; Luksic, I; Mamic, M; Martinek, L; Skrovina, M; Žatecký, J; Peteja, M; Ø. Kristensen, H; Mekhael, M; Christensen, P; Westh, L; Smith, H; Haugstvedt, A F; Jönsson, M L; Crespo, A; Batista, S; Rodriguez-Abreu, J; Tactuk, N; Diaz-Delgado, P J; Rivas, R; Sarmiento-Bobadilla, J A; Ashoush, F; Samir Abdelaal, A; Qatora, M S; Elsayed Hewalla, M E; Metwalli, M; Atta, R; Abdelmajeed, A; Abosamak, N E; Sabry, A; Shehata, S; Sallam, I; Amira, G; Sherief, M; Sherif, A; Salem, H; Hamdy, R; Aboulkassem, H; Ghaly, G; Sherif, G; Morsi, A; Abdelrahman, A; Omnia, A; Tawheed, A; El Kassas, M; Omar, W; Abdelsamed, A; Seleim, A; Salem, H; Azzam, A Y; Elfiky, M; Nabil, A; Ibraheem, M; Ghaly, G; Eldeeb, M; Fawzy, M; Hamed, H; Emile, S; Elfallal, A; Elfeki, H; Shalaby, M; Sakr, A; Alrahawy, M; Atif, H; Sakr, A; Soltan, H; Sayed, A K; Salah, A; Atiya, A; Wassim, K; Esmail, E; Khalaf, M; Eldaly, A; Ghoneim, A; Hawila, A; Badr, H; Elhalaby, I; Abdel-bari, M; Elbahnasawy, M; Hamada, M K; Morsy, M S; Hammad, M; Hammad, M; Essa, M; Fayed, M T; Elzoghby, M; Rady, M; Hamad, O; Salman, S; Sarsik, S; Abd-elsalam, S; Gamal Badr, S; El-Masry, Y; Moahmmed, M M H; Hailu, S; Wolde, A; Mengesha, M; Nida, S; Workneh, M; Ahmed, M Y; Fisseha, T; Kassa, D; Zeleke, H; Admasu, A; Laeke, T; Tirsit, A; Gessesse, M; Addissie, A; Bekele, D; Kauppila, J H; Sarjanoja, E; Testelin, S; Dakpé, S; Devauchelle, B; Bettoni, J; Lavagen, N; Schmitt, F; Lemée, J M; Boucher, S; Breheret, R; Kün-Darbois, J D; Kahn, A; Gueutier, A; Bigot, P; Borraccino, B; Lakkis, Z; Doussot, A; Heyd, B; Manfredelli, S; Mathieu, P; Paquette, B; Turco, C; Barrabe, A; Louvrier, A; Moszkowicz, D; Giovinazzo, D; Bretagnol, F; Police, A; Charre, L; Volpin, E; Braham, H; El Arbi, N; Villefranque, V; Bendjemar, L; Girard, E; Abba, J; Trilling, B; Chebaro, A; Lecolle, K; Truant, S; El Amrani, M; Zerbib, P; Pruvot, F R; Mathieu, D; Surmei, E; Mattei, L; Marin, H; Christou, N; Ballouhey, Q; Ferrero, P; Coste Mazeau, P; Tricard, J; Barrat, B; Taibi, A; Usseglio, J; Laloze, J; Salle, H; Fourcade, L; Duchalais, E; Regenet, N; Rigaud, J; Waast, D; Denis, W; Malard, O; Buffenoir, K; Espitalier, F; Ferron, C; Varenne, Y; Crenn, V; De Vergie, S; Cristini, J; Samarut, E; Tzedakis, S; Bouche, P A; Gaujoux, S; Kantor, E; Gossot, D; Seguin-Givelet, A; Fuks, D; Grigoroiu, M; Sanchez Salas, R; Cathelineau, X; Macek, P; Barbé, Y; Rozet, F; Barret, E; Mombet, A; Cathala, N; Brian, E; Zadegan, F; Conso, C; Blanc, T; Broch, A; Sarnacki, S; Ali, L; Bonnard, A; Peycelon, M; Hervieux, E; Clermidi, P; Maisonneuve, E; Aubry, E; Thomin, A; Langlais, T; Passot, G; Glehen, O; Cotte, E; Lifante, J C; De Simone, B; Chouillard, E; Arnaud, A P; Violas, P; Bergeat, D; Merdrignac, A; Arnaud, A P; Scalabre, A; Perotto, L O; Le Roy, B; Haddad, E; Vermersch, S; Ezanno, A C; Barbier, O; Vigouroux, F; Malgras, B; Aime, A; Seeliger, B; Mutter, D; Philouze, G; Pessaux, P; Germain, A; Chanty, H; Ayav, A; Kassir, R; Von Theobald, P; Sauvat, F; O'Connor, J; Mayombo Idiata, M; O'Connor, Z; Tchoba, S; Modabber, A; Winnand, P; Hölzle, F; Sommer, B; Shiban, E; Wolf, S; Anthuber, M; Sommer, F; Kaemmerer, D; Schreiber, T; Kamphues, C; Lauscher, J C; Schineis, C; Loch, F N; Beyer, K; Nasser, S; Sehouli, J; Höhn, P; Braumann, C; Reinkemeier, F; Uhl, W; Weitz, J; Bork, U; Welsch, T; Praetorius, C; Korn, S; Distler, M; Fluegen, G; Knoefel, W T; Vay, C; Golcher, H; Grützmann, R; Binder, J; Meister, P; Gallinat, A; Paul, A; Schnitzbauer, A A; Thoenissen, P; El Youzouri, H; Schreckenbach, T; Nguyen, T A; Eberbach, H; Bayer, J; Erdle, B; Sandkamp, R; Nitschke, C; Izbicki, J; Uzunoglu, F G; Koenig, D; Gosau, M; Böttcher, A; Heuer, A; Klatte, T O; Priemel, M; Betz, C S; Burg, S; Möckelmann, N; Busch, C J; Bewarder, J; Zeller, N; Smeets, R; Thole, S; Vollkommer, T; Speth, U; Stangenberg, M; Hakami, I; Boeker, C; Mall, J; Schardey, H M; von Ahnen, T; von Ahnen, M; Brunner, U; Tapking, C; Kneser, U; Hirche, C; Jung, M; Kowalewski, K F; Kienle, P; Reissfelder, C; Seyfried, S; Herrle, F; Hardt, J; Galata, C; Birgin, E; Rahbari, N; Vassos, N; Stoleriu, M G; Hatz, R; Albertsmeier, M; Börner, N; Lampert, C; Werner, J; Kuehlmann, B; Prantl, L; Brunner, S M; Schlitt, H J; Brennfleck, F; Pfister, K; Oikonomou, K; Reinhard, T; Nowak, K; Ronellenfitsch, U; Kleeff, J; Delank, K S; Michalski, C W; Szabo, G; Widyaningsih, R; Stavrou, G A; Bschorer, R; Mielke, J; Peschel, T; Königsrainer, A; Quante, M; Löffler, M W; Yurttas, C; Doerner, J; Seiberth, R; Bouchagier, K; Klimopoulos, S; Paspaliari, D; Stylianidis, G; Syllaios, A; Baili, E; Schizas, D; Liakakos, T; Charalabopoulos, A; Zografos, C; Spartalis, E; Manatakis, D K; Tasis, N; Antonopoulou, M I; Xenaki, S; Xynos, E; Chrysos, E; Athanasakis, E; Tsiaousis, J; Lostoridis, E; Tourountzi, P; Tzovaras, G; Tepetes, K; Zacharoulis, D; Baloyiannis, I; Perivoliotis, K; Hajiioannou, J; Korais, C; Gkrinia, E; Skoulakis, C E; Saratziotis, A; Koukoura, O; Symeonidis, D; Diamantis, A; Tsoulfas, G; Christou, C D; Tooulias, A; Papadopoulos, V; Anthoulakis, C; Grimbizis, G; Zouzoulas, D; Tsolakidis Tatsis, D; Christidis, P; Loutzidou, L; Ioannidis, O; Astreidis, I; Antoniou, A; Antoniadis, K; Vachtsevanos, K; Paraskevopoulos, K; Kalaitsidou, I; Alexoudi, V; Stavroglou, A; Mantevas, A; Michailidou, D; Grivas, T; Deligiannidis, D; Politis, S; Barrios Duarte, A; Portilla, A L; Lowey, M J; Recinos, G; Lopez Muralles, I; Siguantay, M A; Estrada, E E; Aguilera-Arévalo, M L; Cojulun, J M; Echeverría-Dávila, G; Marín, C; Icaza de Marín, G C; Novak, Z; Echim, T; Suszták, N; Banky, B; Kembuan, G; Pajan, H; Islam, A A; Rahim, F; Safari, H; Mozafari, M; Brouki Milan, P; Tizmaghz, A; Rezaei Tavirani, M; Hussein, R; Fleming, C; O'Brien, S; Kayyal, M Y; Daly, A; Killeen, S; Corrigan, M; De Marchi, J; Hill, A; Farrell, T; Davis, N F; Kearney, D; Nelson, T; Maguire, P J; Barry, C; Farrell, R; Smith, L A; Mohan, H M; Mehigan, B J; Mccormick, P; Larkin, J O; Fahey, B A; Rogers, A; Donlon, N; O'Sullivan, H; Nugent, T; Reynolds, J V; Donohue, C; Shokuhi, P; Ravi, N; Fitzgerald, C; Lennon, P; Timon, C; Kinsella, J; Smith, J; Boyle, T; Alazawi, D; Connolly, E; Butt, W; Croghan, S M; Manecksha, R P; Fearon, N; Winter, D; Heneghan, H; Maguire, D; Gallagher, T; Conlon, K; Kennedy, N; Martin, S; Kennelly, R; Hanly, A; Ng, K C; Fagan, J; Geary, E; Cullinane, C; Hanly, A; Carrington, E; Geraghty, J; Mcdermott, E; Pritchard, R; Mcpartland, D; Boland, M; Stafford, A; Maguire, D; Geoghegan, J; Elliott, J A; Ridgway, P F; Gillis, A E; Bass, G A; Neary, P C; O'Riordan, J M; Kavanagh, D O; Reynolds, I S; Conlon, K; Joyce, D P; Boyle, E; Egan, B; Whelan, M; Elkady, R; Tierney, S; Connelly, T M; Earley, H; Umair, M; O'Connell, C; Manecksha, R P; Thomas, A Z; Rice, D; Madden, A; Bashir, Y; Creavin, B; Cullivan, O; Owens, P; Canas-Martinez, A; Murphy, C; Pickett, L; Murphy, B; Mastrosimone, A; Beddy, D; Arumugasamy, M; Allen, M; Aremu, M; Mccarthy, C; O’Connor, C; O'Connor, D B; Kent, E; Malone, F; Geary, M; Mckevitt, K L; Lowery, A J; Ryan, é J; Aherne, T M; Fowler, A; Hassanin, A; Hogan, A M; Collins, C G; Finnegan, L; Carroll, P A; Kerin, M J; Walsh, S R; Nally, D; Peirce, C; Coffey, J C; Cunningham, R M; Tormey, S; Hardy, N P; Neary, P M; Muallem-Kalmovich, L; Kugler, N; Lavy, R; Zmora, O; Horesh, N; Vergari, R; Mochet, S; Barmasse, R; Usai, A; Morelli, L; Picciariello, A; Papagni, V; Altomare, D F; Colledan, M; Zambelli, M F; Tornese, S; Camillo, A; Rausa, E; Bianco, F; Lucianetti, A; Prucher, G M; Baietti, A M; Ruggiero, F; Maremonti, P; Neri, F; Ricci, S; Biasini, M; Zarabini, A G; Belvedere, A; Bernante, P; Bertoglio, P; Boussedra, S; Brunocilla, E; Cipriani, R; Cisternino, G; De Crescenzo, E; De Iaco, P; Della Gatta, A N; Dondi, G; Frio, F; Jovine, E; Mineo Bianchi, F; Neri, J; Parlanti, D; Perrone, A M; Pezzuto, A P; Pignatti, M; Pilu, G; Pinto, V; Poggioli, G; Ravaioli, M; Rottoli, M; Schiavina, R; Serenari, M; Serra, M; Solli, P; Taffurelli, M; Tanzanu, M; Tesei, M; Violante, T; Zanotti, S; Tonini, V; Sartarelli, L; Cervellera, M; Gori, A; Armatura, G; Scotton, G; Patauner, S; Frena, A; Podda, M; Pisanu, A; Esposito, G; Frongia, F; Abate, E; Laface, L; Casati, M; Schiavo, M; Casiraghi, T; Sammarco, G; Gallo, G; Vescio, G; Fulginiti, S; Scorcia, V; Giannaccare, G; Carnevali, A; Giuffrida, M C; Marano, A; Palagi, S; Di Maria Grimaldi, S; Testa, V; Peluso, C; Borghi, F; Simonato, A; Puppo, A; D'Agruma, M; Chiarpenello, R; Pellegrino, L; Maione, F; Cianflocca, D; Pruiti Ciarello, V; Giraudo, G; Gelarda, E; Dalmasso, E; Abrate, A; Daniele, A; Ciriello, V; Rosato, F; Garnero, A; Leotta, L; Giacometti, M; Zonta, S; Lomiento, D; Taglietti, L; Dester, S; Compagnoni, B; Viotti, F; Cazzaniga, R; Del Giudice, R; Mazzotti, F; Pasini, F; Ugolini, G; Fabbri, N; Feo, C V; Righini, E; Gennari, S; Chiozza, M; Anania, G; Urbani, A; Koleva Radica, M; Carcoforo, P; Portinari, M; Sibilla, M; Anastasi, A; Bartalucci, B; Bellacci, A; Canonico, G; Capezzuoli, L; Di Martino, C; Ipponi, P; Linari, C; Montelatici, M; Nelli, T; Spagni, G; Tirloni, L; Vitali, A; Agostini, C; Alemanno, G; Bartolini, I; Bergamini, C; Bruscino, A; Checcucci, C; De Vincenti, R; Di Bella, A; Fambrini, M; Fortuna, L; Maltinti, G; Muiesan, P; Petraglia, F; Prosperi, P; Ringressi, M N; Risaliti, M; Sorbi, F; Taddei, A; Lizzi, V; Vovola, F; Arminio, A; Cotoia, A; Sarni, A L; Familiari, P; D'Andrea, G; Picotti, V; Bàmbina, F; Fontana, T; Barra, F; Ferrero, S; Gustavino, C; Kratochwila, C; Ferraiolo, A; Costantini, S; Batistotti, P; Aprile, A; Almondo, C; Ball, L; Robba, C; Scabini, S; Pertile, D; Massobrio, A; Soriero, D; D'Ugo, S; Depalma, N; Spampinato, M G; Lippa, L; Gambacciani, C; Santonocito, O S; Aquila, F; Pieri, F; Ballabio, M; Bisagni, P; Longhi, M; Armao, T; Madonini, M; Gagliano, A; Pizzini, P; Costanzi, A; Confalonieri, M; Monteleone, M; Colletti, G; Frattaruolo, C; Mari, G; Spinelli, A; Mercante, G; Spriano, G; Gaino, F; Ferreli, F; De Virgilio, A; Rossi, V; Carvello, M M; Di Candido, F; Kurihara, H; Marrano, E; Torzilli, G; Castoro, C; Carrano, F M; Martinelli, F; Macchi, A; Fiore, M; Pasquali, S; Cioffi, S P B; Baia, M; Abatini, C; Sarre, C; Mosca, A; Biasoni, D; Gronchi, A; Citterio, D; Mazzaferro, V; Cadenelli, P; Gennaro, M; Capizzi, V; Guaglio, M; Sorrentino, L; Bogani, G; Sarpietro, G; Giannini, L; Comini, L V; Rolli, L; Folli, S; Raspagliesi, F; Piazza, C; Cosimelli, M; Salvioni, R; Antonelli, B; Baldari, L; Boni, L; Cassinotti, E; Pignataro, L; Rossi, G; Torretta, S; Beltramini, G A; Gianni', A; Tagliabue, M; De Berardinis, R; Pietrobon, G; Chu, F; Cenciarelli, S; Adamoli, L; Ansarin, M; Fumagalli Romario, U; Mastrilli, F; Mariani, N M; Nicastro, V; Cellerino, P; Colombo, F; Frontali, A; Bondurri, A; Guerci, C; Maffioli, A; Ferrario, L; Candiani, M; Bonavina, G; Ottolina, J; Valsecchi, L; Mortini, P; Gagliardi, F; Piloni, M; Medone, M; Negri, G; Bandiera, A; De Nardi, P; Sileri, P; Carlucci, M; Pelaggi, D; Rosati, R; Vignali, A; Parise, P; Elmore, U; Tamini, N; Nespoli, L C; Rennis, M; Pitoni, L; Chiappetta, M F; Vico, E; Fruscio, R; Grassi, T; Sasia, D; Migliore, M; Gattolin, A; Rimonda, R; Travaglio, E; Olearo, E; Tufo, A; Marra, E; Maida, P; Marte, G; Tammaro, P; Bianco, F; Incollingo, P; Izzo, F; Belli, A; Patrone, R; Albino, V; Leongito, M; Granata, V; Piccirillo, M; Palaia, R; Francone, E; Gentilli, S; Nikaj, H; Fiorini, A; Norcini, C; Chessa, A; Marino, M V; Mirabella, A; Vaccarella, G; Musini, L; Ampollini, L; Bergonzani, M; Varazzani, A; Bellanti, L; Domenichini, M; Rossi, G; Cabrini, E; Fornasari, A; Freyrie, A; Dejana, D O; D'Angelo, G; Bertoli, G; Di Lella, F; Bocchialini, G; Falcioni, M; Lanfranco, D; Poli, T; Giuffrida, M; Annicchiarico, A; Perrone, G; Catena, F; Raffaele, A; De Manzoni Garberini, A; Baldini, E; Conti, L; Ribolla, M; Capelli, P; Isolani, S M; Maniscalco, P; Cauteruccio, M; Ciatti, C; Puma Pagliarello, C; Gattoni, S; Galleano, R; Malerba, M; Ciciliot, M; Farnesi, F; Calabrò, M; Pipitone Federico, N S; Lunghi, E G; Muratore, A; Morelli, L; Di Franco, G; Palmeri, M; Tartaglia, D; Coccolini, F; Chiarugi, M; Simoncini, T; Gadducci, A; Caretto, M; Giannini, A; Perutelli, A; Domenici, L; Garibaldi, S; Capanna, R; Andreani, L; Furbetta, N; Guadagni, S; Bianchini, M; Gianardi, D; Pinotti, E; Montuori, M; Carissimi, F; Baronio, G; Zizzo, M; Castro Ruiz, C; Annessi, V; Montella, M T; Falco, G; Mele, S; Ferrari, G; Mastrofilippo, V; Mandato, V D; Aguzzoli, L; Corbellini, C; Baldi, C; Sampietro, G M; Palini, G M; Zanini, N; Garulli, G; Barone, R; Murgese, A; Mungo, S; Grasso, M; Marafante, C; Birolo, S L; Moggia, E; Caccetta, M; Masciandaro, A; Deirino, A; Garino, M; Gordini, L; Lombardi, C P; Marzi, F; Marra, A A; Ratto, C; Di Muro, M; Litta, F; De Simone, V; Cozza, V; Rosa, F; Agnes, A; Parello, A; Alfieri, S; Sganga, G; Lapolla, P; Mingoli, A; De Toma, G; Fiori, E; La Torre, F; Sapienza, P; Brachini, G; Cirillo, B; Iannone, I; Zambon, M; Chiappini, A; Meneghini, S; Fonsi, G B; Cicerchia, P M; Bruzzaniti, P; Santoro, A; Frati, A; Marruzzo, G; Ribuffo, D; Sagnotta, A; Marino Cosentino, L; Mancini, S; Lisi, G; Spoletini, D; Bellato, V; Campanelli, M; Sica, G; Siragusa, L; Bonavina, L; Asti, E; Bernardi, D; Lovece, A; Perra, T; Porcu, A; Fancellu, A; Feo, C F; Scanu, A M; Tuminello, F; Galleano, R; Franceschi, A; Langone, A; Fleres, F; Spolini, A; Bordoni, P; Franzini, M; Clarizia, G; Grechi, A; Longhini, A; Grossi, U; Novello, S; Zanus, G; Romano, M; Rossi, S; Pirozzolo, G; Recordare, A; Paiella, S; Turri, G; Rattizzato, S; Campagnaro, T; Guglielmi, A; Pedrazzani, C; Ruzzenente, A; Poletto, E; Conci, S; Casetti, L; Fontana, M; Salvia, R; Malleo, G; Esposito, A; Landoni, L; De Pastena, M; Bassi, C; Tuveri, M; Nobile, S; Marchegiani, G; Bortolasi, L; Sambugaro, E; Malavolta, M; Moretto, G; Impellizzeri, H; Inama, M; Barugola, G; Ascari, F; Ruffo, G; Granieri, S; Cotsoglou, C; Berselli, M; Desio, M; Marchionini, V; Cocozza, E; Di Saverio, S; Ietto, G; Iovino, D; Carcano, G; Ayasra, F; Qasem, A; Ayasra, Y; Al-Masri, M; Abou Chaar, M K; Al-Najjar, H; Ghandour, K; Alawneh, F; Abdel Jalil, R; Abdel Al, S; Elayyan, M; Ghanem, R; Lataifeh, I; Alsaraireh, O; Abu Za’nouneh, F J; Fahmawee, T; Ibrahim, A; Obeidat, K; Albader, I; Alabbad, J; Albader, M A S; Bouhuwaish, A; Taher, A S; Omar, M S M; Abdulwahed, E; Biala, M; Morgom, M; A, Elhadi; A, Alarabi; Msherghi, A; F, Elhajdawe; Alsoufi, A; Salamah, A; Salama, H; Bulugma, M; Almabrouk, H; Venskutonis, D; Dainius, E; Kubiliute, E; Bradulskis, S; Parseliunas, A; Kutkevicius, J; Subocius, A; Cheong, Y J; Masood, M S; Ngo, C W; Saravanan, R; Abdul Maei, N; Yanowsky Reyes, G; Orozco Perez, J; Damian, R; Santana Ortiz, R; Colunga Tinajero, C A; Cordera, F; Gómez-Pedraza, A; Maffuz-Aziz, A; Posada, J A; De la Rosa Abaroa, M A; Alvarez, M R; Arrangoiz, R; Hernández, R; Bozada Gutierrez, K; Trejo-Avila, M; Valenzuela-Salazar, C; Herrera-Esquivel, J; Moreno-Portillo, M; Pinto-Angulo, V M; Sosa-Duran, E E; Ziad-Aboharp, H; Jimenez Villanueva, X; Soulé Martínez, C E; Lupián-Angulo, A I; Martínez Zarate, J J; Reyes Rodriguez, E; Montalvo Dominguez, G; Becerra García, F C; Melchor-Ruan, J; Vilar-Compte, D; Romero-Bañuelos, E; Herrera-Gomez, A; Meneses-Garcia, A; Isla-Ortiz, D; Salcedo-Hernández, R A; Hernández-Nava, J M; Morales-Castelan, J E; Sarre, C; Posadas-Trujillo, O E; Buerba, G A; Alfaro-Goldaracena, A; Pena Gomez-Portugal, E; Lopez-Pena, G; Hinojosa, C A; Mercado, M A; Ramos-De la Medina, A; Martinez, L; Duran, I; Gonzalez, D S; Martinez, M J; Nayen Sainz de la Fuente, A; Miguelena, L; Hernández Miguelena, L; Louraoui, S M; El Azhari, A; Rghioui, M; Khya, E; Ghannam, A; Souadka, A; El Ahmadi, B; Belkhadir, Z H; Majbar, M A; Benkabbou, A; Mohsine, R; Oudrhiri, M Y; Bechri, H; Arkha, Y; El Ouahabi, A; Frima, H; Bachiri, S; Groen, L C; Verhagen, T; ter Brugge, F M; Scheijmans, J C G; Boermeester, M A; Hompes, R; Meima-van Praag, E M; Sharabiany, S; Borgstein, A B J; Gisbertz, S S; van Berge Henegouwen, M I; Gans, S; Van Duijvendijk, P; Herklots, T; De Hoop, T; De Graaff, M R; Sloothaak, D; Bolster-van Eenennaam, M; Baaij, J; Klinkenbijl, J H G; Van Eekeren, R; Spillenaar Bilgen, E J; Van der Burg, S W; Harlaar, N J; Jonker, F H W; Vermaas, M; . R Voigt, K; Nellensteijn, D; Bensi, E A B; Posma-Bouman, L; Van Sambeek, M; Holscher, M; Van den den Broek, W T; Kruijff, S H; De Vries, J P P M; Steinkamp, P J; Jonker, P K C; Van der Plas, W Y; Bierman, W; Janssen, Y; Franken, J; Oosterling, S; Boerma, E G; Schweitzer, D; Keulen, M H F; Ketting, S; Wegdam, J A; de Vries Reilingh, T S; Schipper, E; Teeuwen, P H E; Hendriks, E R; Van Geloven, A A W; Emous, M; Poelstra, R; Teunissen, M; Gerritsen, S L; Boerma, D; De Reuver, P R; Thunnissen, F; Vermeulen, B A M; Groen, A; Van Ginhoven, T M; Viëtor, C L; van der Oest, M J W; Vriens, P W H E; Houwen, T; Heisterkamp, J; van Petersen, A S; van der Meij, W; Stevens, C T; Pronk, A; Bakker, W J; Richir, M C; Vriens, M R; Filipe, M D; Uittenbogaart, M; Leclercq, W K G; Sijmons, J M L; Vancoillie, P J; Konsten, J; Van Heinsbergen, M; Dekker, N A M; den Boer, F C; Akinmade, A; Adeyeye, A; Enoch, E; Fayose, S; Okunlola, A I; Adeniyi, A A; Adeyemo, O T; Adebara, I O; Bakare, A; Babalola, O F; Abiyere, O H; Banjo, O O; Olori, S; Akaba, O G; Agida, E T; Abdullahi, I H; Egbuchulem, I K; Olulana, D; Lawal, T A; Ogundoyin, O; Oyelakin, O A; Nwaorgu, O G; Sule, S O; Makwe, C C; Afolabi, B B; Seyi-Olajide, J O; Ademuyiwa, A O; Bode, C O; Atoyebi, O; Elebute, O A; Okunowo, A A; Williams, O M; Eke, N G; Oshodi, O A; Faboya, O M; Adeniran, A S; Omisanjo, O A; Oshodi, Y A; Ogunyemi, A A; Atobatele, K M; Adeyeye, A; Aremu, I; Olasehinde, O; Abdur-Rahman, L; Bello, J; Popoola, A; Sayomi, T O; Raji, H O; Adeleke, N; Lawal, B; Habeeb, O; Agodirin, O; Tolani, M A; Sholadoye, T T; Nwabuoku, S E; Abubakar, M; Risteski, T; Cvetanovska Naunova, V; Jovcheski, L; Lazova, E; Agledahl, I; Breuer, R G; Massoud, J; Waqar, S H; Rashid, I; Ayubi, Xxx; Bhatti, A B H; Younis, M U; Ghouri, A; Ayub, B; Sayyed, R H; Saleem, A; Turk, K; Alvi, A; Abassy, J; Khan, S; Arshad, M; Ahmed, K; Siddiqui, T; Pirzada, A; Kerawala, A A; Jamal, A; Rai, L; Nafees Ahmed, R; Memon, A S; Qureshi, A U; Ayyaz, M; Umar, M; Butt, U; Kashif, M; Khan, W H; Waris Farooka, M; Wasim, T; Talat, N; Tahir, W; Naseem, J; Akbar, A; Afroze, S; Ali, L; Sultan, A; Ali, H B; Janjua, M H; Janjua, A; Asghar, S; Farooq, M S; Sarwar, M Z; Naqi, S A; Gondal, K M; Bukhari, S I; Tariq, M; Javed, S; Yaqoob, E; Ashraf, M; Mahmood, U; Raja Shabbir, K; Abukhalaf, S A; Amro, A; Cabada Lee, J M; Aguilar, A; Rodriguez, E; Castillo, K; Cukier, M; Rodriguez-Zentner, H; Arrue, E; Isaacs Beron, R; Rodríguez Gonzalez, A; Panduro-Correa, V; Cornelio, D K; Otiniano Alvarado, C E; Caballero Sarabia, V D; Vasquez-Ojeda, X P; Lizzetti-Mendoza, G; Niquen-Jimenez, M; Shu-Yip, S B; León Palacios, J L; Borda-Luque, G; Zegarra, S A; Huamán Egoávil, E; Suazo Carmelo, C; Castro de la Mata, R; Rivas, D; Targarona, J; Trujillo, Y; Olivera Villanueva, M; Lahoud-Velaochaga, A; Cabillas, K; Castañeda, W; Colina Casas, J; Betalleluz Pallardel, J; Camacho Zacarías, F; Vélez Segura, E; Cruz Condori, D L; Huamán, E; Ugarte Oscco, R; Vergel Cabrera, C; Huamán Egoávil, E; Carpio Colmenares, Y T; García Barrionuevo, L A; Cárdenas Ruiz de Castilla, D; Mansilla Doria, P; Li Valencia, M R; Salazar, A; Sarmiento, A; Díaz, C; Morales, E; Ore, E; Zegarra, H; Siccha, J; Guardia, M; Sandoval, M; Mendiola, G C; Mimbela, M; Diaz-Ruiz, R; Zeta, L A; Cordova-Calle, E; Nuñez, H M; Ortiz-Argomedo, M R; Caballero-Alvarado, J; Salazar-Tantaleán, A; Espinoza-Llerena, R; Aliaga-Ramos, M; Asodisen, O; Jabagat, E; Tedoy, C M; A Ramos, R; Lopez, M P J; Violago, K L E; Aram, R; Carlos Santos, P; Filarca, R F; Carlos, A; Santos, P; Filarca, R L; Domingo, E J; Khu, K J O; Lapitan, M C; Sacdalan, M D P; Kho, M J N; Baticulon, R E; Bravo, S L R; Cueto, M A C; Ramos, C L; Fuentes, J R; Sadian, H; Gumarao, A; Barraquio, A; Cruz, E M; Gonzales, A D; Reyes, J A S; Salud, J A; Tancinco, E G; Rivera, R D; Lim, J A; Barcelon, J C; Chiu, J A; Carballo, M I; Major, P; Gawron, I; Jach, R; Borges, F; Matos Costa, P; Henriques, S; Rodrigues, S C; Gonçalves, N; Cabeleira, A; Branco, C; Serralheiro, P; Alves, R; Teles, T; Lázaro, A; Canhoto, C; Simões, J; Costa, M; Almeida, A C; Nogueira, O; Oliveira, A; Athayde Nemésio, R; Silva, M; Lopes, C; Amaral, M J; Valente da Costa, A; Andrade, R; Martins, R; Guimarães, A; Guerreiro, P; Ruivo, A; Camacho, C; Duque, M; Santos, E; Breda, D; Oliveira, J M; De Oliveira Lopez, A L; Garrido, S; Colino, M; De Barros, J; Correia, S; Rodrigues, M; Cardoso, P; Martins, R; Teixeira, J; Soares, A P; Morais, H; Pereira, R; Revez, T; Manso, M I; Domingues, J C; Henriques, P; Ribeiro, R; Ribeiro, V I; Cardoso, N; Sousa, S; Martins dos Santos, G; Carvalho, L; Osório, C; Antunes, J; Lourenço, S; Balau, P; Godinho, M; Pereira, A; Silva, N; Kam da Silva Andrade, A; Pereira Rodrigues, A; Borges, N; Correia, J; Vieira, I; Ribeiro, T; Catarino, J; Correia, R; Pais, F; Carreira Garcia, R; Bento, R; Cardoso, J; Luis, M; Santos, E; Henriques, J; Patena Forte, J; Maciel, J; Pinheiro Santos, J; Silva, M; Silva, T P; Branquinho, A; Caiado, A; Miranda, P; Garrido, R; Peralta Ferreira, M; Ascensão, J; Costeira, B; Cunha, C; Rio Rodrigues, L; Sousa Fernandes, M; Azevedo, P; Ribeiro, J; Lourenço, I; Gomes, H; Mendinhos, G; Nobre Pinto, A; Ribeiro, A; Gil, C G; Lima-da-Silva, C; Pereira, C; Tavares, F; Ferraz, I; Almeida, J I; Marialva, J; Lopes, L; Costa, M J M A; Nunes-Coelho, M; Teixeira, M J; Machado, N; Alfonso, J P; Saraiva, P; Silva, R L; Santos, R; Almeida-Reis, R; Correia-de-Sá, T; Fernandes, V; Almeida-Pinto, J; Gonçalves, J P; Santos-Sousa, H; Cavaleiro, S; Leite-Moreira, A M; Pereira, A; Pereira-Neves, A; Faria, C S; Monteiro, J M; Nogueiro, J; Sampaio-Alves, M; Magalhães Maia, M; Vieira, P; Pina-Vaz, T; Jácome, F; Devezas, V; Almeida, A; Silveira, H; Vaz, S; Castanheira Rodrigues, S; Costa Santos, D; Grilo, J V; Abreu da Silva, A; Claro, M; Deus, A C; Branquinho, R; Santos, P M D D; Patrício, B; Vieira Paiva Lopes, A C; Mendes, J M; Carvalho, M F; Oliveira, C M; Tojal, A; Pinto, J; Abutaka, A; Zarour, A; Abdelkareem, M; Ali, S M; Al Tarakji, M; Alfkey, R; Mukhtar, K; Wani, I R; Singh, R; Ahmed, K; Bouchiba, N; Mahdi, H; Abdelaziem Mustafa, S; Al Ansari, A; Drasovean, R; Caziuc, A; Galliamov, E; Agapov, M; Kakotkin, V; Semina, E; Kubyshkin, Xxx; Kamalov, A; Efetov, S K; Kochetkov, V S; Garmanova, T; Tsarkov, P; Tulina, I; Rodimov, S; Markaryan, D; Kazachenko, E; Yanishev, A; Abelevich, A; Bazaev, A; Kokobelyan, A; Zarubenko, P; Zakharenko, A; Novikova, A; Kim, G; Shmatov, D; Stoliarov, M; Kamenskikh, M; Nambi, G; Almulhim, A S; Madkhali, T; Alzouhir, A; Alissa, A; Alameer, E; Badedi, M; Alnami, A Q; Darraj, H; Alkhuzaie, A; Khadwardi, F; Abualjadayel, M; Tashkandi, W; Farsi, A; Malibary, N; Trabulsi, N; Farsi, S; Said Bayazeed, A; Nasser, M; Siddiqui, M S; Al Awwad, S; Gudal, A; Alasmari, A; Alqahtani, S; Majrashi, S; Mashat, A; Al Raddadi, R; Alharbi, A; Nasser, Y; Hamayel, H; Alhojaili, A; Aljohani, R; Sogair, O; Alfarhan, O; Alzahrani, A; Alzomaili, B; Tashkandi, W; Azab, M A; Alotaibi, M; Maashi, A; Zowgar, A; Alsakkaf, M; Alnemary, M; Khayat, S; Felmban, S; Almhmadi, A; Alqannas, M; Cortés Guiral, D; Alyami, M; Elawad, A; Alhefdhi, A; Alresaini, F; Kurdi, W; Tulbah, M; Aldakheel, M; Alsahan, N; Koussayer, S; Elsheikh, H; Al-qattan, M; Alshanafey, S; Rafique, A; Mahabbat, N; Saeed, B; Al-Kharashi, E; Alsowaina, K; Arab, N; Aljaber, F; Al Hasan, I; Alghamdi, A; Badahdah, F; Alghuliga, A; Abdulfattah, F; Alanazi, F; Albaqami, F; Alsuhaibani, A; Alfakhri, A; Alqasem, S; Alajaji, N; Nouh, T; Bin Nasser, A; Alowais, J; Alburakan, A; Alamri, O; Albdah, A; Alawi, K; Alshalhoub, M; Elsanhoury, K; Almofarreh, A; Ibrahim, S; Elshafie, H; Osman, I; Guzman, T; Mutair, H; Siddiqui, A; Chowdhury, S; Alghamdi, R; Almutrafi, S; Alfaifi, J; D'Souza, J; Alshitwi, A; Alkreedees, N; Alramadhan, M; Alshehri, M; Alzahrani, A; Alobaysi, S; Badr, H; Alshahrani, A; Alshehri, A; Alrashed, M; Altahan, T; Alsabahi, T; Alhossaini, R; Sbaih, M; Alalawi, Y; Alnwijy, K; Al Ayed, A; Ghedan, S; Alharthi, R; Awad, S; Sharara, M; Abdelrhman, S; Althobaiti, W; Srbinovic, L; Perovic, M; Mikovic, Z; Nikolic, B; Vasiljevic, M; Pazin, V; Mandic Markovic, V; Dimitrijevic, D; Zecevic, N; Gregoric, P; Micic, D; Loncar, Z; Doklestic, K; Ivancevic, N; Djukic, V; Stojakov, D; Ilic, R; Savic, P; Pijanovic, N; Milanovic, M; Radosavljevic, M; Dejanovic, T; Kostic, M; Paskas, J; Bojic, S; Stevanovic, P; Djuric, M; Kadija, M; Tulic, G; Glisovic Jovanovic, I; Lieske, B; Kayombo, E; Kruger, I; De Kock, M; Malan, A; Ferreira, C; Du Preez, H; Mulder, W; Noel, C; Le Grange, S; Lusawana, O; Kies, C; Steyn, E; Janson, J; Buitendag, J J P; Chu, K; Mihalik, M; Nel, R; Naidoo, S; Kloppers, C; Nel, D; Jonas, E; Pickard, H; Bernon, M; Almgla, N; Rayamajhi, S; Mugla, W; Hyman, G Y; Fourtounas, M; Moore, R; Sánchez Mozo, A; Aguado Lopez, H; Zárate Pinedo, A; Jimenez Toscano, M; Alonso de la Fuente, N; Mancebo, G; Cecchini, L; Munarriz, M; Cazador Labat, M; López Campillo, A; Martorell, P; Espinosa, C A; Caja Vivancos, P; Villalabeitia Ateca, I; Prieto Calvo, M; Marín, H; Martin Playa, P; Gainza, A; Aragon Achig, E J; Rodriguez Fraga, A; Melchor Corcóstegui, I; Mallabiabarrena Ormaechea, G; Garcia Gutierrez, J J; Barbier, L; Pesántez Peralta, M A; Jiménez Jiménez, M; Municio Martín, J A; Gómez Suárez, J; García Operé, G; Pascua Gómez, L A; Oñate Aguirre, M; Fernandez-Colorado, A; De la Rosa-Estadella, M; Gasulla-Rodriguez, A; Serrano-Martin, M; Peig-Font, A; Junca-Marti, S; Juarez-Pomes, M; Garrido-Ondono, S; Blasco-Torres, L; Molina-Corbacho, M; Maldonado-Sotoca, Y; Gasset-Teixidor, A; Blasco-Moreu, J; Gomez Fernandez, L; Cayetano Paniagua, L; Izquierdo, O; Ventura, D; Castellanos, J; Ballester Vazquez, E; Sanchez Lopez, A; Balague Ponz, C; Targarona Soler, E M; Sanchez Cabús, S; Molina Santos, V; Gonzalez Lopez, J A; Medrano Caviedes, R; Moral Duarte, A; Espin-Basany, E; Pellino, G; Blanco-Colino, R; Turrado-Rodriguez, V; Lacy, A M; de Lacy, F B; Morales, X; Carreras-Castañer, A; Torner, P; Jornet-Gibert, M; Balaguer-Castro, M; Renau-Cerrillo, M; Camacho-Carrasco, P; Vives-Barquiel, M; Campuzano-Bitterling, B; Gracia, I; Pujol-Muncunill, R; Martin-Sole, O; Rubio-Palau, J; Tarrado, X; Garcia-Aparicio, L; De Haro Jorge, I; Martin, A; Rojas-Ticona, J; Perez-Bertolez, S; Cuesta Argos, M; Capdevila Vilaro, B; Coronas Soucheiron, M; Riba Martinez, M; Saura Garcia, L; Prat Ortells, J; Bejarano Serrano, M; Parri, P; Massaguer, C; Vicario, F; Palazon Bellver, P; Moraleda Gudayol, I; Lara, A; Escobar, D; Arrieta, M; Garcia de Cortazar, U; Villamor Garcia, I; Landaluce-Olavarria, A; Gonzalez De Miguel, M; Fernández Gómez Cruzado, L; Begoña, E; Lecumberri, D; Acosta Mérida, M A; Yepes Cano, A F; Estaire Gómez, M; Padilla-Valverde, D; Sánchez-García, S; Sanchez-Pelaez, D; Jimenez Higuera, E; Picón Rodríguez, R; Fernández Camuñas, À; Martínez-Pinedo, C; Garcia Santos, E P; Muñoz-Atienza, V; Moreno Pérez, A; López de la Manzanara Cano, C A; Ugarte-Sierra, B; Ibáñez-Aguirre, F J; De Andres Olabarria, U; Fernández Pablos, F J; Durán Ballesteros, M; Sanz Larrainzar, A; Jiménez Carneros, V; Valle Rubio, A; Alonso-Lamberti, L; Salazar, A; García-Quijada, J; Leon, R; Rodriguez, J L; Jimenez Miramón, J; Jover, J M; Martín Salamanca, M B; Assaf, M; Pérez Simón, V; Landeo Agüero, S A; Baeza Pintado, N; Huertas Fernandez, M A; Carabias, A; Sosa, M V; Lora-Cumplido, P; Lanuza, L; Galipienso Eri, M; Garcia Montesino, J D; Dellonder Frigolé, J; Noriego Muñoz, D; Navarro-Sánchez, A; Enjuto, D; Perez Gonzalez, M; Díaz Peña, P; Gonzalez, J; Marqueta De Salas, M; Martinez Pascual, P; Rodríguez Gómez, L; Garcés García, R; Ramos Bonilla, A; Herrera-Merino, N; Fernández Bernabé, P; Cagigal Ortega, E P; Hernández, I; García de Castro Rubio, E; Cervera, I; Espino Segura-Illa, M; Sánchez Aniceto, G; Castaño-Leon, A M; Jimenez-Roldan, L; Delgado Fernandez, J; Pérez Núñez, A; Lagares, A; Garcia Perez, D; Santas, M; Paredes, I; Esteban Sinovas, O; Moreno-Gomez, L; Rubio, E; Vega, V; Vivas Lopez, A; Labalde Martinez, M; García Villar, O; Pelaéz Torres, P M; Garcia-Borda, J; Ferrero Herrero, E; Gomez, P; Eiriz Fernandez, C; Ojeda-Thies, C; Pardo Garcia, J M; Di Martino, M; De la Hoz Rodriguez, A; García Septiem, J; Maqueda González, R; Delgado Búrdalo, L; Correa Bonito, A; Martin-Perez, E; García Villayzán, J E; Albi Martin, B; Lozano Lominchar, P; Martin, L; Fernadez, M; Rey-Valcarcel, C; Tousidonis, M; Martin-Albo Caballero, L; Lowy, A; Alonso Ortuño, P; Ayuso Herrera, E; Caño Velasco, J; Aragon-Chamizo, J; Perez Diaz, M D; Mateo-Sierra, O; Quintana-Villamandos, B; Barrio, J M; Fanjul, M; Sanchez-Perez, C; Fernandez, M L; Hernandez-Kakauridze, S; Rio, J; Díaz Pérez, D; Serrano González, J; Colao García, L; Gutierrez Samaniego, M; Hernandez Bartolome, M A; Galindo Jara, P; Esteban Agustí, E; Ripollés-Melchor, J; Abad-Motos, A; Abad-Gurumeta, A; Martínez-Hurtado, E; Ruiz-Escobar, A; Brogly, N; Guasch, E; Hernandez Gutierrez, A; Bartha Rasero, J L; Perez, Y; Garcia-Pineda, V; Gracia, M; Siegrist Ridruejo, J; Diestro, M D; Sanchez-Mendez, J I; Marti, C; Melendez, M; Moreno-Palacios, E; Loayza, A; Frias, L; Zapardiel, I; Rubio-Perez, I; Prieto Nieto, M I; Guevara, J; Gegundez Simon, A; Gortazar, S; Chavarrias, N; Alvarez, E; Saavedra, J; Ramos-Martin, P; Urbieta, A; Gomez Rivas, J; Toribio-Vázquez, C; Yebes, A; Hernández-García, M; Losada, M; Diéguez, B; García-Conde, M; Alonso Poza, A; Marquez, L; Becerra, R; Martin, M; Jorgensen, T; Muguerza, J M; Dziakova, J; Sánchez del Pueblo, C; Saez Carlin, P; Camarero, E; Picazo, S; Pizarro, M J; Avellana, R; Catalán, V; Lopez Antoñanzas, L; Cano, O; Anula, R; Sanz Lopez, R; Sanz Ortega, G; Garcia Alonso, M; Torres, A J; Martin Antona, E; Garcia Botella, S; Ramos, D; Barranquero, A G; Ocaña, J; Núñez, J; Cerro Zaballos, C; Crego-Vita, D; Huecas-Martinez, M; Diez Alonso, M; Mendoza-Moreno, F; Vera Mansilla, C; Ovejero Merino, E; Hernandez, P; Blazquez Martin, A; Ruiz Grande, F; Morales Palacios, N; Garcia-Loarte Gomez, E; Garca Rico, E; Minaya-Bravo, A M; San Miguel Méndez, C; Galvan Pérez, A; Gonzalez-Gonzalez, E; Robin Valle de Lersundi, A; Calcerrada Alises, E; García-Ureña, M A; Cruz Cidoncha, A; Troncoso Pereira, P; Alcaide Matas, F; García Pérez, J M; Muñoz Vives, J M; Osorio, A; Gómez Díaz, C J; Guariglia, C A; Soto Montesinos, C; Sanchon, L; Xicola Martínez, M; Guàrdia, N; Collera, P; Diaz Del Gobbo, R; Sanchez Jimenez, R; Farre Font, R; Flores Clotet, R; Calvo Espino, P; Guillamot Ruano, P; Rey-Biel, J; Pingarrón-Martin, L; Ruiz Martin, I; Moliner Sanchez, C; Carrasco-Prats, M; Giménez-Francés, C; Ruiz-Marín, M; Fernández-López, A J; García-Escudero, D; García-Porcel, V; Lax-Pérez, R; Sánchez-Robles, M; Valero-Soriano, M; Medina-Manuel, E; García-Soria, V; Gurrea-Almela, E; Marco-Garrido, A; Martínez-Alonso, J A; González-Valverde, F M; Fernández-Fernández, P V; Sánchez-Rodríguez, C; Aguilar-Jimenez, J; Baeza-Murcia, M; Aguayo-Albasini, J L; Nicolás-López, T; Alconchel, F; Fernández Martínez, D; Solar-Garcia, L; García Flórez, L J; Llaquet Bayo, H; Pujol-Cano, N; Segura-Sampedro, J J; Soldevila-Verdeguer, C; Jeri-McFarlane, S; Gil-Catalan, A; Craus-Miguel, A; Cruz, L; Valente, P; Afonso-Garcia, M; Ferrer-Inaebnit, E; Oseira-Reigosa, A; Fernandez-Vega, L; Villalonga-Ramirez, B; Gonzalez Argente, F X; Mora-Guzmán, I; Landete Molina, F J; Morera Ocón, F J; Canelles Corell, E; Gavaldà Pellicé, M T; Salinas Peña, J R; Cavallé Busquets, P; Trebol, J; Sánchez-Casado, A B; Munoz-Bellvis, L; Pérez-Sánchez, L E; Concepción Martín, V; Díaz García, A; Vallve-Bernal, M; Calvo Rey, A; Prada Hervella, G M; Dos Santos Carregal, L; Rodriguez Fernandez, M I; Freijeiro, M; El Drubi Vega, S; Picardo, A L; Cuadrado-Garcia, A; Serralta de Colsa, D; Rojo Lopez, J A; Sanchez Cabezudo Noguera, F; Ortega Vazquez, I; Garcia-Sancho Tellez, L; Mato, P; Heras Aznar, J; Jimeno Fraile, J; Morales-Garcia, D; Carrillo-Rivas, M; Toledo Martínez, E; Pascual, À; Senent-Boza, A; Sánchez-Arteaga, A; Benítez-Linero, I; Manresa-Manresa, F; Tallón-Aguilar, L; Melero-Cortés, L; Fernández-Marín, M R; Durán-Muñoz-Cruzado, V M; Ramallo-Solís, I; Beltrán-Miranda, P; Pareja-Ciuró, F; Antón-Eguía, B T; Oliva Mompean, F; Gomez-Rosado, J; Reguera-Rosal, J; Valdes-Hernandez, J; Capitan-Morales, L; del Toro Lopez, M D; Achalandabaso Boira, M; Memba Ikuga, R; Abellán, M; Sales, R; Olona, C; Jorba, R; Hernandez Gutierrez, J; Tébar Zamora, A; Sancho-Muriel, J; Cholewa, H; Frasson, M; Domenech, J; Roselló Añón, A; Sangüesa, M J; Moro-Valdezate, D; Garcés-Albir, M; Lopez, F; Bernal-Sprekelsen, J C; Catalá Bauset, J C; Renovell Ferrer, P; Martínez Pérez, C; Gil-Albarova, O; Gilabert Estellés, J; Aghababyan, K; De Andrés-Asenjo, B; Beltrán de Heredia, J; Vázquez-Fernández, A; Ortiz de Solorzano-Aurusa, F J; Trujillo-Díaz, J; Ruiz-Soriano, M; Jezieniecki, C; Gómez-Sanz, T; Núñez-Del Barrio, H; Romero-De Diego, A; García-Virto, V; Aguado, H J; Fernández Martín, M T; Tejero-Pintor, F J; Pérez-Saborido, B; Choolani Bhojwani, E; Acebes García, F; Marcos-Santos, P; Bueno Cañones, A D; Sanchez Gonzalez, J; Toledano, M; Bailón, M; Pacheco Sánchez, D; Paniagua Garcia Senorans, M; Sanchez-Santos, R; Vazquez Melero, A; Garcia, D; Díez, E; Herrero, I; Soeda, I M; Camuera, M; Balluerca, M; Sánchez-Rubio, M; Paunero Vazquez, P; Martinez-German, A; Gracia-Roche, C; Gascon-Ferrer, I; Duque-Mallen, V; De Miguel-Ardevines, M D C; Sanchez-Fuentes, N; Santero-Ramirez, M S; Matute-Najarro, M; Herrero-Lopez, M; Sanchez-Rubio, M; Cantalejo-Diaz, M; Gonzalez-Nicolas-Trebol, M T; Saudi-Moro, S; Jariod-Ferrer, U M; Rivas, R; Rivas, F; Escartin, J; Blas Laina, J L; Nogués, A; Cros, B; Talal El-Abur, I; Garcia Egea, J; Yanez, C; Jayarajah, U; Ravindrakumar, S; Rodrigo, V S D; Arulanantham, A; Bandara, G B K D; Hamid, H K S; Ali, E E; Widatalla, A B H; Bakheit, I; Awadelkarim, M; Ali Karar, A A; Saleh, M; Taflin, H; Myrelid, P; Amorim Braz, L; Hagander, L; Hambraeus, M; Omling, E; Salö, M; Arkani, S; Freedman, J; Montan, C; Lindqvist, E K; Elbe, P; Hultgren, R; Älgå, A; Nordberg, M; Sandblom, G; Rutegård, M; Holmner, F; Sund, M; Löfgren, N; Tampakis, A; Kollmar, O; von Fluee, M; Balaphas, A; Toso, C; Colucci, N; Popeskou, S G; Gass, M; Scheiwiller, A; Metzger, J; Gialamas, E; Chevallay, M; Sauvain, M; Dwidar, O; Kiessling, S Y; Stoeckli, S J; Mongelli, F; Bernasconi, M; Di Giuseppe, M; Christoforidis, D; La Regina, D; Arigoni, M; Adamina, M; Peros, G; Guglielmetti, L; Solimene, F; Giardini, M; Bächler, T; Crugnale, A S; Gutschow, C A; Turina, M; Ersen, O; Onan, M A; Kozan, R; Erol, T; Dincer, H A; Yildiz, A; Iflazoglu, N; Yalkın, O; Isik, A; Ozben, V; Aytac, E; Aliyeva, Z; Akaydin, E; Ozmen, B B; Baca, B; Altinel, Y; Calikoglu, F; Tokocin, M; Hacim, N A; Akbas, A; Meric, S; Vartanoglu, T; Yigitbas, H; Ercetin, C; Ercan, G; Ozgur, I; Keskin, M; Saracoglu, K T; Cimenoglu, B; Demirhan, R; Kale, A; Simsek, T; Gundogdu, E C; Abbasov, A; Tanal, M; Citgez, B; Bozkurt, E; Yetkin, S G; Mihmanli, M; Alhamed, A; Ergun, S; Sanli, A N; Velidedeoglu, M; Ozcelik, M F; Uludag, S S; Zengin, A K; Cebi, S; Demirkiran, F; Bese, T; Acikgoz, A S; Kayan, B; Aykanat, Y; Mutlu, D; Göksoy, B; Kara, Y; Bozkurt, M A; Kocatas, A; Öğücü, H; Uslu, G; Arican, C; Tugmen, C; Aydin, C; Yesilyurt, D; Avci, E K; Kebapçı, E; Kilinc, G; Sert, İ; Tuncer, K; Akalin, M; Emiroglu, M; Demirli Atici, S; Salimoğlu, S; Kaya, T; Kirmizi, Y; Tatar, O C; Yüksel, E; Güler, S A; Yildirim, A; Utkan, N Z; Gözal, K; Köken, H; Yabas, A; Gonullu, E; Altintoprak, F; Akin, E; Kamburoglu, B; Capoglu, R; Kucuk, F; Demir, H; Cakmak, G; Firat, N; Celebi, F; Kocer, B; Mantoglu, B; Bayhan, Z; Dikicier, E; Colak, E; Kucuk, G O; Karaman, E; Kolusab, A; Karaaslan, O; Majid, I; Alshryda, S; Abbas, F; Abbas, F M A; Mohammed, D; Tahlak, M A; Yammahi, A; Albaroudi, A A; Elyafawi, B; Saber, A; Khansaheb, H; Alsaadi, H; Alzarooni, N; Bekheit, M; Kamera, B S; Elhusseini, M; Sharma, P; Ahmeidat, A; Gradinariu, G; Cymes, W; Hannah, A; Mignot, G; Shaikh, S; Agilinko, J; Angelou, D; Neely, D; Mccanny, A; Mcaree, B; Baldwin, A J; West, R; Gammeri, E; Catton, A; Marinos Kouris, S; Pereca, J; Singh, J; Seymour, Z; Jones, R; Leeson, S; Peevor, R; Lala, A K; Houlden, C; Kahiu, J; Hossain, N; Hosny, S; Patel, P; Handa, S; Kaushal, M; Kler, A; Reghuram, V; Tezas, S; Fairhurst, K; Yates, C; Mitchell, S; Bunni, J; Richards, S; George, R; Lee, S M; Phull, J; Frost, J; Burnard, S; Crowley, R; Airey, A; Bevan, K; Makin-Taylor, R; Ong, C S; Callan, R; Bloom, O; Aljanadi, F; Moawad, N; Jones, M; Gregg, A; Jeganathan, R; Pachl, M; Martin, B; Archer, J E; Odeh, A; Siddaiah, N; Singhal, R; Naumann, D N; Karandikar, S; Syed, A; Tucker, O N; Alam, R; Kalkat, M; Mak, J K C; Kulkarni, R; Sharma, N; Nankivell, P; Tirotta, F; Parente, A; Breik, O; Kisiel, A; Cato, L D; Saeed, S; Bhangu, A; Griffiths, E; Pathanki, A M; Ford, S; Desai, A; Almond, M; Kamal, M; Sundar, S; Leung, E Y L; Kaur, R; Brett-Miller, C; Buruiana, F E; Markose, G; De Gea Rico, A; Taib, A; Myatt, D; Sulaiman Khaled, A; Younis, F; Sultana, A; Taggarsi, M; Vitone, L; Lambert, J; Vaz, O P; Sarantitis, I; Shrestha, D; Timbrell, S; Shugaba, A; Quddus, B; Law, J; Bittar, M N; Creanga, M; Elniel, M; Youssef, M; Ali, S; Qadri, S T; Brixton, G; Findlay, L; Klatte, T; Majkowska, A; Manson, J; Potter, R; Oktseloglou, V; Mosley, F; De La Cruz Monroy, M F i; Bobak, P; Omar, I; Ahad, S; Langlands, F; Brown, V; Hashem, M; Kennedy, L; Jaunoo, S; Coomber, E; Williams, O; Shalaby, M; Rhodes, H L; Williams, A; Ridgway, A; Pournaras, D; Britton, E; Lostis, E; Ambler, G K; Chu, H; Hopkins, J; Manara, J; Chan, M; Doe, M; Moon, R D C; Lawday, S; Jichi, T; Singleton, W; Main, B; Maccabe, T; Newton, C; Blencowe, N S; Fudulu, D P; Bhojwani, D; Baquedano, M; Caputo, M; Rapetto, F; Flannery, O; Hassan, A; Coonar, A; Aresu, G; Smith, C; Gearon, D; Hogan, J; Pradeep, i S; Durio Yates, H; Peryt, A; Barrett-Brown, Z M; King, M; Ahmadi, N; Jenkins, D; Moorjani, N; Taghavi, F; Wells, F; Hardie, J; Page, S; Anazor, F; King, S D; Luck, J; Kazzaz, S; Mannion, R; Stewart, G D; Ramzi, J; Mohan, M; Singh, A A; Ashcroft, J; Baker, O J; Coughlin, P; Davies, R J; Durst, A Z E D; Abood, A; Habeeb, A; Hudson, V E; Kolias, A; Lamb, B; Luke, L; Mitrasinovic, S; Murphy, S; Ngu, A W T; O'Neill, J R; Waseem, S; Wong, K; Georgiades, F; Hutchinson, P J; Tan, X S; Pushpa-rajah, J; Colquhoun, A; Masterson, L; Abu-Nayla, I; Walker, C; Balakrishnan, A; Rooney, S; Irune, E; Byrne, M H V; Durrani, A; Simoes, A; Eddy, B; Streeter, E; Ahmed, I; Yao, M; Wang, W; Djouani, A; Tait-Bailey, J; Thomas, M; Hassan, F; Kommu, S; Chopra, S; Richards, T; Sethuraman Venkatesan, A; Combellack, T; Williams, J; Tahhan, G; Mohammed, M; Kornaszewska, M; Valtzoglou, V; Deglurkar, I; Rahman, M; Von Oppell, U; Mehta, D; Koutentakis, M; Syed Nong Chek, S A H; Hill, G; Morris, C; Shinkwin, M; Torkington, J; Cornish, J; Houston, R; Mannan, S; Ayeni, F; Tustin, H; Bordenave, M; Robson, A; Dovell, G; Preece, R; Rolland, P; Miranda, B H; Sobti, A; Khaleel, A; Unnithan, A; Memon, K; Pala Bhaskar, R R; Maqboul, F; Kamel, F; Al-Samaraee, A; Madani, R; Kumar, L; Nisar, P; Agrawal, S; Vimalachandran, D; Manu, N; Eardley, N; Krishnan, E; Serevina, O L; Martin, E; Smith, C; Jones, A; Roy Mahapatra, S; Clifford, R; Jones, G P; Gardner, A; Tripathi, S S; Greenhalgh, M S; Matthews, W; Mohankumar, K; Khawaja, I; Palepa, A; Doulias, T; Gill, C; Dunne, N; Sarma, D R; Godbole, C; Carlos, W; Tewari, N; Jeevan, D; Naredla, P; Khajuria, A; Connolly, H; Robertson, S; Sweeney, C; Di Taranto, G; Shanbhag, S; Dickson, K; Mcevoy, K; Skillman, J; Sait, M; Al-Omishy, H; Baig, M; Heer, B; Brown, A; Ebrahim, A; Alwadiya, A; Goyal, A; Phillips, A; Bhalla, A; Demetriou, C; Grimley, E; Theophilidou, E; Ogden, E; Malcolm, F L; Davies-Jones, G; Ng, J C K; Mirza, M; Hassan, M; Elmaleh, N; Daliya, P; Williams, S; Bateman, A; Chia, Z; Premakumar, Y; Jauhari, Y; Koshnow, Z; Bowen, D; Uberai, A; Hirri, F; Stubbs, B M; Crichton, R; Sonksen, J; Aldridge, K; Mcdonald, C; Manickavasagam, J; Ragupathy, K; Davison, S; Dalgleish, S; Mcgrath, N; Kanitkar, R; Payne, C J; Ramsay, L; Ng, C E; Collier, T; Khan, K; Evans, R; Brennan, C; Henshall, D E; Drake, T; Harrison, E M; Zamvar, V; Tambyraja, A; Skipworth, R J E; Linder, G; Mcgregor, R; Brennan, P; Mayes, J; Ross, L; Smith, S; White, T; Jamjoom, A A B; Pasricha, R; Gallagher, K; Swan, R; Paterson, H; Maeda, Y; Kwok, A M F; Tsiaousidou, A; Vaughan-Shaw, P G; Boyle, C; Fernando, D; Tham, D; Leung, S; Laird, A; Holme, T; Abbott, S; Razik, A; Thrumurthy, S; Steinke, J; Baker, M; Howden, D; Baxter, Z; Osagie, L; Bence, M; Fowler, G E; Massey, L; Rajaretnam, N; Evans, J; John, J; Goubran, A; Campain, N; Mcdermott, F D; Mcgrath, J S; Ng, M; Pascoe, J; Phillips, J R A; Daniels, i R; A'Court, J; Konarski, A; Faulkner, G; Emerson, H; Vejsbjerg, K; Pearce, L; Mccormick, W; Fisher, A; Singisetti, K; Aawsaj, Y; Barry, C; Bajomo, O; Rizvi, S; Grimes, C; Dusu, K; Tint, P Y; Kirk, A; Irvine, V; Lammy, S; O'Kane, R; Elliott, L; Mccabe, G; Holroyd, D; Jamieson, N B; Geddes, A; Mcmahon, J; Mccaul, J; Al-Azzawi, M; Aitken, E; Glen, P; Sinan, L O H; Lammy, S; Grivas, A; Tilling, E J; Brown, O; Boal, M; Dean, H; Higgs, S; Stanger, S; Abdalaziz, H; Constable, J; Ishii, H; Preece, R; Dovell, G; Gopi Reddy, R; Madhuri, T K; Tailor, A; Flavin, M; Walker, D; Humphries, S; Assalaarachchi, H; Curl-Roper, T; Westwood, E; Delimpalta, C; Liao, C C L; Velchuru, V; Raptis, D A; Pollok, J M; Machairas, N; Davidson, B; Fusai, G; Soggiu, F; Xyda, S; Hidalgo Salinas, C; Tzerbinis, H; Pissanou, T; Gilliland, J; Chowdhury, S; Varcada, M; Hart, C; Mirnezami, R; Knowles, J; Angamuthu, N; Vijay, V; Shakir, T; Hasan, R; Tansey, R; Hardie, C; Powell-Smith, E; Kashora, F; Siddique, M H; Singh, A; Barmpagianni, C; Basgaran, A; Basha, A; Okechukwu, V; Bartsch, A; Gallagher, P; Maqsood, A; Sahnan, K; Leo, C A; Lewis, S E; Ubhi, H K; Exley, R; Khan, U; Shah, P; Saxena, S; Zafar, N; Abdul-Jabar, H; Patel, M; Shabana, A; Alanbuki, A; Usman, O; Ong, C T; Butterworth, W; Budha Magar, O; El Hadi, M; Abas, S; Annett, J; Ross, E; Loubani, M; Wilkins, A; Cao, H; Capitelli-McMahon, H; Hitchman, L; Ikram, H; Andronic, A; Aboelkassem ibrahim, A; Totty, J; Blanco, J; Vanker, R; Ghobrial, M; Jones, G; Kanthasamy, S; Fawi, H; Awadallah, M; Chen, F; Cheung, J; Moscalu, A; Bhuvanakrishna, T; Bibby, L; Sinclair, M; Nahid, M A K; Williams, L; Basnyat, P S; Shrestha, A K; Kumaran, N K; Sambhwani, S; Sheikh, N A; Taylor, O M; Liew, I; Al-Sukaini, A; Mediratta, S; Saxena, D; Sgrò, A; Rashid, M M; Milne, K; Mcintyre, J; Akhtar, M A; Turnbull, A; Brunt, A; Stewart, K E; Wilson, M S J; Rutherford, D; Mcgivern, K; Massie, E; Ho, M; Wade, R G; Johnstone, J; Bourke, G; Brunelli, A; Elkadi, H; Otify, M; Pompili, C; Burke, J R; Bagouri, E; Chowdhury, M; Abual-Rub, Z; Kaufmann, A; Munot, S; Lo, T; Young, A; Kowal, M; Wall, J; Peckham-Cooper, A; Layton, G R; Karki, B; Jeong, H; Pankhania, S; Asher, S; Folorunso, A; Mistry, S; Singh, B; Winyard, J; Mangwani, J; Caruana, E J; Mohammad, A; Acharya, M; Chandarana, K; Ang, K; Chowdhry, M F; Rathinam, S; Nakas, A; Boddy, A; Hossain, T; Ashmore, C; Annamalai, S; Kourdouli, A; Irvine, E; Al-Harbawi, A; Kassam, K; Al-Harbawee, A; Miller, A; Mair, M; Lunevicius, R; Sheel, A R G; Sundhu, M; Santini, A J A; Fathelbab, M S A T; Hussein, K M A; Nunes, Q M; Jones, R P; Shahzad, K; Haq, I; Baig, M M A S; Hughes, J L; Kattakayam, A; Rajput, K; Misra, N; Shah, S B; Clynch, A L; Georgopoulou, N; Sharples, H M; Apampa, A A; Nzenwa, i C; Sud, A; Harky, A; Kirmani, B H; Shackcloth, M; Jenkinson, M D; Zakaria, R; Elmoslemany, T; Millward, C P; Baron, R; Dunne, D; Szatmary, P; Thomas, A; Mcnicol, F; Gahunia, S; Sochorova, D; Nita, G E; Mckinney, R; Russ, J; Tan, J R; Harwood, R; Corbett, H J; Rossborough, C; Skelly, B L; Che Bakri, N A; Nazarian, S; Vashisht, R; Jiao, L; Jawad, Z; Allan, A Y; Kontovounisios, C; Grove, T; Warren, O; Fadel, M G; Chatzikonstantinou, M; Sorelli, P; Rahman, S; Hadjipavlou, M; Holbrook, C; Chong, C; Kufeji, D; Rufai, S R; Lloyd, i C; James, G; Chari, A; Silva, A H D; Stroman, L; Challacombe, B; Sayasneh, A; Najdy, M; Bill√®, A; Fraser, S; Agoston, P; Rizzo, V; King, J; Nath, R; Mccrindle, S; Mehra, G; Harrison-Phipps, K; Pilling, J; Okiror, L; Routledge, T; Mills, L; Wali, A; El-Boghdadly, K; Fotopoulou, C; Saso, S; Fehervari, M; Ploski, J; Ghaem-Maghami, S; Spalding, D; Rajagopal, P; Pai, M; Habib, N; Jawad, Z; Hamrang-Yousefi, S; Jiao, L; Tayeh, S; Chase, T; Humphreys, L; Ayorinde, J; Ghanbari, A; Cuming, T; Anscomb, N; Baldwin-Smith, R; Rizk, M; Grainger, C; Davies, M; Surendran, A; Nunoo-Mensah, J W; Dunstan, M; Beak, P; Gerogiannis, I; Jain, A; Menon, A; Pramodana, B; Choi, D; Marcus, H J; Webber, L; May, R; Hutchison, R; Luoma, V; Ranjit, S; Parakh, J; Sarodaya, V; Daadipour, A; Khalifa, M; Bosch, K D; Bashkirova, V; Dvorkin, L S; Kalidindi, V K; Dudek, J; Singhal, T; El-Hasani, S; De Souza, A; Cannoletta, M; Rochon, M; Bhudia, S; Bennett, S; Navaratne, L; Venn, M; Yip, V; Kayani, B; Sohrabi, C; Kocher, H M; Minicozzi, A; Banerjee, A; Sullivan, T; Sivaprakasam, R; Anzak, A; Ghufoor, K; Thaha, M A; Knowles, C; Ledesma, F S; Patki, P; Popova, D; Sadigh, P; Ramamoorthy, R; Uff, C; Attwell, L; Tanabalan, C; Goh, M A; Jayasinghe, J D; Leal Silva, I; Thakur, B; Lebe, M; Thet, M S; Hughes, F; Rahman, R; Fuwa, O; Sanders, J; Oo, A; Bueser, T; Curtis, M; Stamenkovic, S A; Abbott, T; Anwar, S; Sohrabi, C; Williams, K; Chung, E; Hagger, R; Karim, A; Hainsworth, A; Flatman, M; Trompeter, A; Hing, C; Brown, O; Tsinaslanidis, P; Benjamin, M W; Leyte, A; Tan, C; Smelt, J; Vaughan, P; Santhirakumaran, G; Hunt, I; Raza, M; Labib, A; Luo, X; Sudarsanam, A; Rolls, A; Lyons, O; Onida, S; Shalhoub, J; Sugand, K; Park, C; Sarraf, K M; Erridge, S; Kinross, J; Denning, M; Yalamanchili, S; Abuown, A; Ibrahim, M; Martin, G; Davenport, D; Wheatstone, S; Kasivisvanathan, V; Kapriniotis, K; Elhamshary, A; Imam, S M B; Kalavrezos, N; Sinha, D; Chand, M; Green, L; Beech, N; Mcewen, R; Kiconco, H; Andreani, S M; Bath, M F; Sahni, A; Judkins, N; Rigueros Springford, L; Sohrabi, C; Bacarese-Hamilton, J; Taylor, F G; Patki, P; Tanabalan, C; Parmar, C; Mccluney, S; Shah, S; Talwar, R; Patel, K; Askari, A; Jambulingam, P S; Shaw, S; Maity, A; Hatzantonis, C; Sagar, J; Kudchadkar, S; Cirocchi, N; Chan, C H; Reynolds, J; Alexander, M E; Smart, C J; Jayasankar, B; Balasubramaniam, D; Abdelsaid, K; Mundkur, N; Gallagher, B; Shah, J; Anthoney, J; Emmerson, O; Stylianides, N; Abdalla, M; Newton, K; Bhatia, K; Edmondson, R; Abdeh, L; Jones, D; Zeiton, M; Ismail, O; Naseem, H; Advani, R; Duff, S; Moura, F; Brown, B C; Khan, A; Asaad, P; Wadham, B; Aneke, i A; Collis, J; Warburton, H; Fell, A; Smith, A; Halkias, C; Evans, J; Nikolaou, S; English, C; Kristinsson, S; Oni, T; Ilahi, N; Ballantyne, K; Woodward, Z; Merh, R; Dunning, J; Viswanath, Y; Freystaetter, K; Dixon, J; Hadfield, J N; Hilley, A; Egglestone, A; Smith, B; Hine, T; Keeler, B; Soulsby, R E; Taylor, A; Davies, E; Ryska, O; Raymond, T; Rogers, S; Tong, A; Hawkin, P; Tingle, S; Abbadessa, F; Sachdeva, A; Rai, B; Chan, C D; Mcpherson, I; Booth, K; Mahmoud Ali, F; Pandanaboyana, S; Grainger, T; Nandhra, S; Patience, A; Rogers, A; Roy, C; Williams, T; Dawe, N; Mccaffer, C; Riches, J; Bhattacharya, S; Moir, J; Kalson, N S; Elamin Ahmed, H; Mellor, C; Saleh, C; Koshy, R M; Hammond, J; Sanderson, L; Wahed, S; Phillips, A W; Ghosh, K; Tang, A; Beamish, A J; Price, C; Bosanquet, D; Magowan, D; Solari, F; Williams, G; Nassa, H; Smith, L; Robertson-Smith, B; Mahmoud, A; Ameerally, P; Finch, J G; Gnanachandran, C; Pop, I; Rogers, M; Yousef, Y; Mohamed, I; Woods, R; Zahid, H; Mundy, G; Youssef, M; Sreedharan, L; Baskaran, D; Shaikh, I; Seebah, K; Reid, J; Watts, D; Kouritas, V; Chrastek, D; Maryan, G; Gill, D F; Khatun, F; Gajjar, K; Williamson, K; Bratt, D; Konstantinidi, K; Walton, T; Burnside, N; Weaver, H; Hawari, M; Addae-Boateng, E; Rollett, R A; Collins, M L; Tamimy, M S; Riyat, H; Wen, J; Neil-Dwyer, J; Brewer, H; Humes, D; Worku, D; Chowdhury, A; Oyende, O; Lewis-Lloyd, C; Adiamah, A; Koh, A; Jackman, J; Vohra, R; Navarro, A; Reilly, J; Aujayeb, A; Townshend, D; Mclarty, N; Shenfine, A; Jackson, K; Johnson, C; Dass, D; Ford, D; Winter, S C; Belcher, E; Stavroulias, D; Di Chiara, F; Wallwork, K; Qureishi, A; Lami, M; Sravanam, S; Mastoridis, S; Shah, K; Chidambaram, S; Smillie, R; Shaw, A V; Bandyopadhyay, S; Cernei, C; Bretherton, C; Jeyaretna, D; Ganau, M; Piper, R J; Duck, E; Brown, S; Jelley, C; Tucker, S C; Bond-Smith, G; Griffin, X L; Tebala, G D; Neal, N; Vatish, M; Noton, T M; Ghattaura, H; Maher, M; Fu, H; Risk, O B F; Soleymani Majd, H; Sinha, S; Shankar, S; Aggarwal, A; Kharkar, H; Lakhoo, K; Verberne, C; Mastoridis, S; Dean, B; Luney, C; Myatt, R; Williams, M A; Mcveigh, J; Rogers, L J; Labib, P L; Miller, D; Minto, G; Hope, N; Marchbank, A; Emslie, K; Panahi, P; Ho, B; Perkins, C; Clough, E; Roy, H; Enemosah, I; Campbell, R; Natale, J; Gohil, K; Rela, M; Raza, N; Biliatis, I; Khan, J; Thiruchandran, G; Toh, S K C; Ahmad, Y; Allana, A; Bellis, C; Babawale, O; Phan, Y C; Lokman, U; Ismail, M; Koc, T; Witek, A; Duggleby, L; Shamoon, S; Stefan, S; Clancy, H; Chadha, R; Middleton, S B; Wilmott, K; Hayden, C; Mclaren, C; Sutton, J; Whyte, A; Belgaumkar, A; Day, A; Gilbert, C; Oyewole, B; Narayan, P; Dent, H; Sandhya, A; De Silva, T; Waheed, S; Day, A; Kapoor, K; Belgaumkar, A P; Narayan, P; Fahim, M; Gala, T; Mithany, R; Morgan, R; Abdelkarim, M; Ibrahim, S; Maw, A; Asqalan, A; Sundaram Venkatesan, G; Singh, S; Mukherjee, S; Ferguson, D; Smith, C; Mansuri, A; Thakrar, A; Wickramarachchi, L; Cuthbert, R; Sivayoganathan, S; Chui, K; Karam, E; Dott, C; Shankar, S; Madhvani, K; Hampton, M; Hormis, A P; Thomas, M; Pearce, L; Fountain, D M; Laurente, R; Sigamoney, K V; Dasa, M; George, K; Naqui, Z; Galhoum, M; Lipede, C; Gabr, A; Radhakrishnan, A; Hasan, M T; Kalenderov, R; Pathmanaban, O; Colombo, F; Chelva, R; Branagan, G; Longstaff, L; Ding, D; Barlow, C; Foster, J; Edwards, J; Ward, A; Tadross, D; Majkowski, L; Blundell, C; Forlani, S; Nair, R; Guha, S; Brown, S R; Steele, C; Kelty, C J; Newman, T; Lee, M; Chetty, G; Lye, G; Balasubramanian, S P; Sureshkumar Shah, N; Sherif, M; Al-mukhtar, A; Whitehall, E; Giblin, A; Wells, F; Sharkey, A; Adamec, A; Madan, S; Narice, B; Sterrenburg, M; Thompson, A; Varley, I; Stavrakas, M; Rominiyi, O; Ray, J; Adamec, A; Crank, M; Bacon, A; Al-Tamimi, Y; Catto, J; Saad, S; Abd Kahar, N N; Sinha, S; Sou, A; Simpson, D; Hamilton, E; Blair, J; Jallad, S; Lord, J; Anderson, C; El Kafsi, J; Logishetty, K; Saadya, A; Midha, R; Ip, M; Subbiah Ponniah, H; Stockdale, T; Bacarese-Hamilton, T; Foster, L; James, A; Anjarwalla, N; Marujo Henriques, D; Hettige, R; Baban, C; Tenovici, A; Salerno, G; Singh, R; Lane, J; Colvin, H V; Badran, A; Cadersa, A; Williams, S; Cumpstey, A; Hamady, Z; Aftab, R; Wensley, F; Byrne, J; Morrison-Jones, V; Sekhon, G K; Shields, H; Shakoor, Z; Yener, A; Talbot, T; Khan, A; Alzetani, A; Cresner, R; Babu, B H B; Liyanage, A S D; Newman, S; Blake, I; Weerasinghe, C; Baumber, R; Parry, J; Menakaya, C; Webb, J I; Antar, M; Modi, N; Sofat, R; Noel, J; Nunn, R; Adegbola, S; Eriberto, F; Sharma, V; Tanna, R; Lodhia, S; Johnson, D; Hughes, I; Hall, J; Rooney, J; Chatterji, S; Zhang, Y; Owen, R; Rudic, M; Hunt, J; Zakai, D; Thomas, M; Aladeojebi, A; Ali, M; Gaunt, A; Barmayehvar, B; Kitchen, M; Gowda, M; Mansour, F; Jarvis, M; Halliday, E; Lefroy, R; Nanjaiah, P; Ali, S; Kitchen, M; Lin, D J; Rajgor, A D; Scurrah, R J; Kang, C; Watson, L J; Harris, G; Royle, T; Cunningham, Y; James, G; Steel, B; Luk, A C O; Boulton, A J; Khan, M T; Bakolas, G; Ahmed, I; Herrod, P; Gemmill, E; Boyd-Carson, H; Jibreel, M; Lenzi, E; Saafan, T; Sapre, D; Li, Z; Parkins, K; Spencer, N; Harries, R; Egan, R J; Motter, D; Jenvey, C; Mahoney, R; Fine, N; Minto, T; Henry, A; Hollyman, M; Grieco, C; Gemmell, C; Whitmore, H; Babar, M S; Goodrum, S; Scott, R; Collard, B; Lau, K; Thomas, E; Patel, A; Allison, J; Bowen, J; Dias, A; Mahendran, B; Gopalswamy, S; Patil, S; Scott, L; Sarveswaran, J; Michel, M; Ravindran, S; Subba, K; Abou-Foul, A K; Khalefa, M; Hossain, F; Moores, T; Pickering, L; Stables, G; Doorgakant, A; Thiruvasagam, V G; Carter, J; Reid, S; Mohammed, R; Marlow, W; Ferguson, H; Wilkin, R; Konstantinou, C; Yershov, D; Vatish, J; Denning, A; Shah, H B; Cross, G W V; Seyed-Safi, P; Smart, Y W; Kuc, A; Al-Yaseen, M; Olivier, J; Hanna, M; Eskander, P; Duncan, R; Halaseh, S; Das, R; Wynn Jones, H; Divecha, H; Whelton, C; Board, T; Powell, S; Magee, C; Agarwal, K; Mangos, E; Nambirajan, T; Vidya, R; Chauhan, G; Kaur, J; Burahee, A; Bleibleh, S; Pigadas, N; Snee, D; Bhasin, S; Crichton, A; Habeebullah, A; Bodla, A S; Yassin, N; Mondragon, M; Dewan, V; Flindall, I; Mahendran, V; Hanson, A; Jenner, E; Richards, J; Thomas-Fernandez, K; Wall, R; Alqallaf, A; Ben-Sassi, A; Mohamed, I; Mellor, K; Joshi, P; Joshi, Y; Young, R; Miu, V; Sheridan, K; Macdonald, L; Green, S; Onos, L; Wong, J J; Napolitano, L; Hemmila, M; Amin, D; Abramowicz, S; Roser, S M; Olson, K A; Riley, C; Heron, C; Cardenas, T; Leede, E; Thornhill, M; Haynes, A B; Mcelhinney, K; Roward, S; Trust, M D; Hill, C E; Teixeira, P G; Etchill, E; Stevens, K; Ladd, M R; Long, C; Rose, J; Kent, A; Yesantharao, P; Vervoort, D; Jenny, H; Gabre-Kidan, A; Margalit, A; Tsai, L; Malapati, H; Yesantharao, L; Abdou, H; Diaz, J; Richmond, M; Clark, J; O'Meara, L; Hanna, N; Ying, Y; Fleming, J; Ovaitt, A; Gigliotti, J; Fuson, A; Cooper, Z; Salim, A; Hirji, S A; Brown, A; Chung, C; Hansen, L; Okafor, B U; Roxo, V; Raut, C P; Jolissaint, J S; Mahvi, D A; Kaafarani, H; Breen, K; Bankhead-Kendall, B; Alser, O; Mashbari, H; Velmahos, G; Maurer, L R; El Moheb, M; Gaitanidis, A; Naar, L; Christensen, M A; Kapoen, C; Langeveld, K; El Hechi, M; Mokhtari, A; Haqqani, M H; Drake, F T; Goldenberg-Sandau, A; Galbreath, B; Reinke, C; Ross, S; Thompson, K; Manning, D; Perkins, R; Eriksson, E; Evans, H; Masrur, M; Giulianotti, P; Benedetti, E; Chang, G; Ourieff, J; Dehart, D; Dorafshar, A; Price, T; Bhama, A R; Torquati, A; Cherullo, E; Kennedy, R; Myers, J; Rubin, K; Ban, V S; Aoun, S G; Batjer, H H; Caruso, J; Carmichael, H; Velopulos, C G; Wright, F L; Urban, S; Mcintyre, R C; Schroeppel, T J; Hennessy, E A; Dunn, J; Zier, L; Burlew, C; Coleman, J; Colling, K P; Hall, B; Rice, H E; Hwang, E S; Olson, S A; Moris, D; Verma, R; Hassan, R; Volpe, A; Merola, S; O'Banion, L A; Lilienstein, J; Dirks, R; Marwan, H; Almasri, M; Kulkarni, G; Mehdi, M; Abouassi, A; Abdallah, M; San Andrés, M; Eid, J; Aigbivbalu, E; Sundaresan, J; George, B; Ssentongo, A; Ssentongo, P; Oh, J S; Hazelton, J; Maines, J; Gusani, N; Garner, M; Horvath, S; Zheng, F; Ujiki, M; Kinnaman, G; Meagher, A; Sharma, I; Holler, E; Mckenzie, K; Chan, J; Fretwell, K; Nugent III, W; Khalil, A; Chen, D; Post, N; Rostkowski, T; Brahmbhatt, D; Huynh, K; Hibbard, M L; Schellenberg, M; Martin, R C G; Bhutiani, N; Giorgakis, E; Laryea, J; Bhavaraju, A; Sexton, K; Roberts, M; Kost, M; Kimbrough, M; Burdine, L; Kalkwarf, K; Robertson, R; Gosain, A; Camp, L; Lewit, R; Kronenfeld, J P; Urrechaga, E; Goel, N; Rattan, R; Hart, V; Allen, M; Gilna, G; Cioci, A; Ruiz, G; Allen, M; Rakoczy, K; Pavlis, W; Saberi, R; Morris, R; Karam, B S; Brathwaite, C E M; Liu, H; Petrone, P; Hakmi, H; Sohail, A H; Baltazar, G; Heckburn, R; Nygaard, R M; Colonna, E T; Endorf, F W; Hill, M J; Maiga, A; Dennis, B; Levin, J H; Lallemand, M; Choron, R; Peck, G; Soliman, F; Rehman, S; Glass, N; Juthani, B; Deisher, D; Ruzgar, N M; Ullrich, S J; Sion, M; Paranjape, C; El Moheb, M; Kar, A R; Gillezeau, C; Rapp, J; Taioli, E; Miles, B A; Alpert, N; Podolsky, D; Coleman, N L; Callahan, M P; Ganly, I; Brown, L; Monson, J R T; Dehal, A; Abbas, A; Soliman, A; Kim, B; Jones, C; Dauer, E; Renza-Stingone, E; Hernandez, E; Gokcen, E; Kropf, E; Sufrin, H; Hirsch, H; Ross, H; Engel, J; Sewards, J; Diaz, J; Poggio, J; Sanserino, K; Rae, L; Philp, M; Metro, M; Mcnelis, P; Petrov, R; Rehman, S; Pazionis, T; Till, B; Lamm, R; Rios-Diaz, A J; Palazzo, F; Rosengart, M; Nicholson, K; Carrick, M M; Rodkey, K; Suri, A; Callcut, R; Nicholson, S; Talathoti, N; Klaristenfeld, D; Biffl, W; Marsh, C; Schaffer, K; Berndtson, A E; Averbach, S; Curry, T; Kwan-Feinberg, R; Consorti, E; Gonzalez, R; Grolman, R; Liu, T; Merzlikin, O; Abel, M K; Ozgediz, D; Boeck, M; Kornblith, L Z; Nunez-Garcia, B; Robinson, B; Park, P; Utria, A F; Rice-Townsend, S E; Javid, P; Hauptman, J; Kieran, K; Nehra, D; Walters, A; Cuschieri, J; Davidson, G H; Nunez, J; Cosker, R; Eckhouse, S; Choudhry, A; Marx, W; Jamil, T; Seegert, S; Al-Embideen, S; Quintana, M; Jackson, H; Wexner, S D; Kent, I; Martins, P N; Alshehari, M; Al-Naggar, H; Alsayadi, M; Alyazidi, M; Shream, S; Alhaddad, W; Maqus, A; Abu Hamra'a, M; Alsayadi, R; Ghannam, R; Al-Maqtari, S; Masdoos, S; Al-Harazi, Y; Bajjah, H; Al-Ameri, S; Aldawbali, M; Gwini, G P; Mazingi, D. - In: BRITISH JOURNAL OF SURGERY. - ISSN 0007-1323. - (2021). [10.1093/bjs/znab183]

Machine learning risk prediction of mortality for patients undergoing surgery with perioperative SARS-CoV-2: the COVIDSurg mortality score