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

Dajti, I; Valenzuela, J; Boccalatte, L; Gemelli, N; Smith, D; Dudi-Venkata, N; Kroon, H; Sammour, T; Roberts, M; Mitchell, D; Lah, K; Pearce, A; Morton, A; Dawson, A; Drane, A; Sharpin, C; Nataraja, R; Pacilli, M; Cox, D; Muralidharan, V; Riddiough, G; Clarke, E; Jamel, W; Qin, K; 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; Nischwitz, P; Richtig, E; Pau, M; Srekl-Filzmaier, P; Eibinger, N; Michelitsch, B; Fediuk, M; Papinutti, A; Seidel, G; Kahn, J; Cohnert, T; Messner, D; Öfner, F; Presl, J; Varga, M; Weitzendorfer, M; Emmanuel, K; Binder, A; 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; 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; Castro, S; Okoba, W; Maldonado, F; Oliveira, P; Baldasso, T; Santos, L; Gomes, G; Buarque, I; Pol-Fachin, L; Bezerra, T; Barros, A; da Silva, A; Leite, A; Silvestre, D; Ferro, C; Araujo, M; Lopes, L; Damasceno, P; Araujo, D; Laporte, G; Salem, M; Guimaraes-Filho, M; Nacif, L; Flumignan, R; Nakano, L; Kuramoto, D; Aidar, A; Pereda, M; Correia, R; Santos, B; Carvalho, A; Amorim, J; Guedes Neto, H; Areias, L; Sousa, A; Flumignan, C; Lustre, W; Moreno, D; Barros, N; Baptista-Silva, J; Matos, L; Kowaski, L; Kulcsar, M; Nunes, K; Teixeira, M; Nunes, R; Ijichi, T; Kim, N; Marreiro, A; Muller, B; Barakat Awada, J; Baiocchi, G; Kowalski, L; Vartanian, J; Makdissi, F; Aguiar, S; Marques, N; Carvalho, G; Marques, T; Abdallah, E; Zurstrassen, C; Gross, J; Zequi, S; Gonçalves, B; Santos, S; Duprat, J; Coimbra, 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; Amzallag, E; Desroches, J; Ruel, M; Caminsky, N; Boutros, M; Moon, J; Wong, E; 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; Khwaja, K; Luo, L; Lukaszewski, M; Gill, H; Berry, G; Liberman, A; 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; Costerousse, O; Bellemare, D; Babin, C; Blier, C; Wood, M; 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; Reyes, J; Modolo, M; Ramirez Nieto, P; Sepulveda, R; Bolbarán, A; Molero, A; Ruiz, I; Reyes, G; Salas, R; Suazo, C; Muñoz, R; Grasset, E; Inzunza, M; Besser, N; Irarrázaval, M; Jarry, C; Bellolio, F; Romero Manqui, C; Ruiz Esquide, M; Fuentes, T; Campos, J; Perez Rivera, C; Cabrera, P; Pinilla, R; Guevara, O; Jimenez Ramirez, L; Velasquez Cuasquen, B; Herrera Mora, D; Bonilla, A; Diaz, S; Manrique, E; Facundo, H; Velez Bernal, J; Ángel, J; García, M; Guzmán, L; Lehmann, C; Cervera, S; Trujillo Sanchez, L; Guevara, R; Valbuena, D; Suarez, L; Jimenez, G; Velandia, A; Vargas, J; Espinosa, J; Rey, S; Mendoza Quevedo, J; Calvache, J; Orozco-Chamorro, C; Sánchez-Gómez, T; Rojas-Tejada, D; Mihanovic, J; Bakmaz, B; Rakvin, I; Sulen, N; Andabaka, T; Luksic, I; Mamic, M; Martinek, L; Skrovina, M; Žatecký, J; Peteja, M; Kristensen, H; Mekhael, M; Christensen, P; Westh, L; Smith, H; Haugstvedt, A; JÖnsson, M; Crespo, A; Batista, S; Rodriguez-Abreu, J; Tactuk, N; Diaz-Delgado, P; Rivas, R; Sarmiento-Bobadilla, J; Ashoush, F; Samir Abdelaal, A; Qatora, M; Elsayed Hewalla, M; Metwalli, M; Atta, R; Abdelmajeed, A; Abosamak, N; 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; 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; 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; Morsy, M; Hammad, M; Hammad, M; Essa, M; Fayed, M; Elzoghby, M; Rady, M; Hamad, O; Salman, S; Sarsik, S; Abd-Elsalam, S; Gamal Badr, S; El-Masry, Y; Moahmmed, M; Hailu, S; Wolde, A; Mengesha, M; Nida, S; Workneh, M; Ahmed, M; Fisseha, T; Kassa, D; Zeleke, H; Admasu, A; Laeke, T; Tirsit, A; Gessesse, M; Addissie, A; Bekele, D; Kauppila, J; Sarjanoja, E; Testelin, S; Dakpé, S; Devauchelle, B; Bettoni, J; Lavagen, N; Schmitt, F; Lemée, J; Boucher, S; Breheret, R; Kün-Darbois, J; 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; 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; 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; De Simone, B; Chouillard, E; Arnaud, A; Violas, P; Bergeat, D; Merdrignac, A; Arnaud, A; Scalabre, A; Perotto, L; Le Roy, B; Haddad, E; Vermersch, S; Ezanno, A; 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; Schineis, C; Loch, F; 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; Vay, C; Golcher, H; Grützmann, R; Binder, J; Meister, P; Gallinat, A; Paul, A; Schnitzbauer, A; Thoenissen, P; El Youzouri, H; Schreckenbach, T; Nguyen, T; Eberbach, H; Bayer, J; Erdle, B; Sandkamp, R; Nitschke, C; Izbicki, J; Uzunoglu, F; Koenig, D; Gosau, M; BÖttcher, A; Heuer, A; Klatte, T; Priemel, M; Betz, C; Burg, S; MÖckelmann, N; Busch, C; Bewarder, J; Zeller, N; Smeets, R; Thole, S; Vollkommer, T; Speth, U; Stangenberg, M; Hakami, I; Boeker, C; Mall, J; Schardey, H; von Ahnen, T; von Ahnen, M; Brunner, U; Tapking, C; Kneser, U; Hirche, C; Jung, M; Kowalewski, K; Kienle, P; Reissfelder, C; Seyfried, S; Herrle, F; Hardt, J; Galata, C; Birgin, E; Rahbari, N; Vassos, N; Stoleriu, M; Hatz, R; Albertsmeier, M; BÖrner, N; Lampert, C; Werner, J; Kuehlmann, B; Prantl, L; Brunner, S; Schlitt, H; Brennfleck, F; Pfister, K; Oikonomou, K; Reinhard, T; Nowak, K; Ronellenfitsch, U; Kleeff, J; Delank, K; Michalski, C; Szabo, G; Widyaningsih, R; Stavrou, G; Bschorer, R; Mielke, J; Peschel, T; KÖnigsrainer, A; Quante, M; LÖffler, M; 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; Tasis, N; Antonopoulou, M; 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; Saratziotis, A; Koukoura, O; Symeonidis, D; Diamantis, A; Tsoulfas, G; Christou, C; 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; Lowey, M; Recinos, G; Lopez Muralles, I; Siguantay, M; Estrada, E; Aguilera-Arévalo, M; Cojulun, J; Echeverría-Dávila, G; Marín, C; Icaza de Marín, G; Novak, Z; Echim, T; Suszták, N; Banky, B; Kembuan, G; Pajan, H; Islam, A; Rahim, F; Safari, H; Mozafari, M; Brouki Milan, P; Tizmaghz, A; Rezaei Tavirani, M; Hussein, R; Fleming, C; O'Brien, S; Kayyal, M; Daly, A; Killeen, S; Corrigan, M; De Marchi, J; Hill, A; Farrell, T; Davis, N; Kearney, D; Nelson, T; Maguire, P; Barry, C; Farrell, R; Smith, L; Mohan, H; Mehigan, B; McCormick, P; Larkin, J; Fahey, B; Rogers, A; Donlon, N; O'Sullivan, H; Nugent, T; Reynolds, J; 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; Manecksha, R; Fearon, N; Winter, D; Heneghan, H; Maguire, D; Gallagher, T; Conlon, K; Kennedy, N; Martin, S; Kennelly, R; Hanly, A; Ng, K; 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; Ridgway, P; Gillis, A; Bass, G; Neary, P; O'Riordan, J; Kavanagh, D; Reynolds, I; Conlon, K; Joyce, D; Boyle, E; Egan, B; Whelan, M; Elkady, R; Tierney, S; Connelly, T; Earley, H; Umair, M; O'Connell, C; Manecksha, R; Thomas, A; 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; Kent, E; Malone, F; Geary, M; McKevitt, K; Lowery, A; Ryan, É; Aherne, T; Fowler, A; Hassanin, A; Hogan, A; Collins, C; Finnegan, L; Carroll, P; Kerin, M; Walsh, S; Nally, D; Peirce, C; Coffey, J; Cunningham, R; Tormey, S; Hardy, N; Neary, P; 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; Colledan, M; Zambelli, M; Tornese, S; Camillo, A; Rausa, E; Bianco, F; Lucianetti, A; Prucher, G; Baietti, A; Ruggiero, F; Maremonti, P; Neri, F; Ricci, S; Biasini, M; Zarabini, A; Belvedere, A; Bernante, P; Bertoglio, P; Boussedra, S; Brunocilla, E; Cipriani, R; Cisternino, G; De Crescenzo, E; De Iaco, P; Della Gatta, A; Dondi, G; Frio, F; Jovine, E; Mineo Bianchi, F; Neri, J; Parlanti, D; Perrone, A; Pezzuto, A; 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; 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; 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; Risaliti, M; Sorbi, F; Taddei, A; Lizzi, V; Vovola, F; Arminio, A; Cotoia, A; Sarni, A; 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; Lippa, L; Gambacciani, C; Santonocito, O; 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; Di Candido, F; Kurihara, H; Marrano, E; Torzilli, G; Castoro, C; Carrano, F; Martinelli, F; Macchi, A; Fiore, M; Pasquali, S; Cioffi, S; 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; 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; Gianni', A; Tagliabue, M; De Berardinis, R; Pietrobon, G; Chu, F; Cenciarelli, S; Adamoli, L; Ansarin, M; Fumagalli Romario, U; Mastrilli, F; Mariani, N; 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; Rennis, M; Pitoni, L; Chiappetta, M; 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; 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; 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; Maniscalco, P; Cauteruccio, M; Ciatti, C; Puma Pagliarello, C; Gattoni, S; Galleano, R; Malerba, M; Ciciliot, M; Farnesi, F; Calabrò, M; Pipitone Federico, N; Lunghi, E; 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; Falco, G; Mele, S; Ferrari, G; Mastrofilippo, V; Mandato, V; Aguzzoli, L; Corbellini, C; Baldi, C; Sampietro, G; Palini, G; Zanini, N; Garulli, G; Barone, R; Murgese, A; Mungo, S; Grasso, M; Marafante, C; Birolo, S; Moggia, E; Caccetta, M; Masciandaro, A; Deirino, A; Garino, M; Gordini, L; Lombardi, C; Marzi, F; Marra, 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; Cicerchia, P; 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; Scanu, A; 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; 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; Fahmawee, T; Ibrahim, A; Obeidat, K; Albader, I; Alabbad, J; Albader, M; Bouhuwaish, A; Taher, A; Omar, 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; Masood, M; Ngo, C; Saravanan, R; Abdul Maei, N; Yanowsky Reyes, G; Orozco Perez, J; Damian, R; Santana Ortiz, R; Colunga Tinajero, C; Cordera, F; Gómez-Pedraza, A; Maffuz-Aziz, A; Posada, J; De la Rosa Abaroa, M; Alvarez, M; Arrangoiz, R; Hernández, R; Bozada Gutierrez, K; Trejo-Avila, M; Valenzuela-Salazar, C; Herrera-Esquivel, J; Moreno-Portillo, M; Pinto-Angulo, V; Sosa-Duran, E; Ziad-Aboharp, H; Jimenez Villanueva, X; Soulé Martínez, C; Lupián-Angulo, A; Martínez Zarate, J; Reyes Rodriguez, E; Montalvo Dominguez, G; Becerra García, F; Melchor-Ruan, J; Vilar-Compte, D; Romero-Bañuelos, E; Herrera-Gomez, A; Meneses-Garcia, A; Isla-Ortiz, D; Salcedo-Hernández, R; Hernández-Nava, J; Morales-Castelan, J; Sarre, C; Posadas-Trujillo, O; Buerba, G; Alfaro-Goldaracena, A; Pena Gomez-Portugal, E; Lopez-Pena, G; Hinojosa, C; Mercado, M; Ramos-De la Medina, A; Martinez, L; Duran, I; Gonzalez, D; Martinez, M; Nayen Sainz de la Fuente, A; Miguelena, L; Hernández Miguelena, L; Louraoui, S; El Azhari, A; Rghioui, M; Khya, E; Ghannam, A; Souadka, A; El Ahmadi, B; Belkhadir, Z; Majbar, M; Benkabbou, A; Mohsine, R; Oudrhiri, M; Bechri, H; Arkha, Y; El Ouahabi, A; Frima, H; Bachiri, S; Groen, L; Verhagen, T; Ter Brugge, F; Scheijmans, J; Boermeester, M; Hompes, R; Meima-van Praag, E; Sharabiany, S; Borgstein, A; Gisbertz, S; van Berge Henegouwen, M; Gans, S; Van Duijvendijk, P; Herklots, T; De Hoop, T; De Graaff, M; Sloothaak, D; Bolster-van Eenennaam, M; Baaij, J; Klinkenbijl, J; Van Eekeren, R; Spillenaar Bilgen, E; Van der Burg, S; Harlaar, N; Jonker, F; Vermaas, M; Voigt, K; Nellensteijn, D; Bensi, E; Posma-Bouman, L; Van Sambeek, M; Holscher, M; Van den den Broek, W; Kruijff, S; De Vries, J; Steinkamp, P; Jonker, P; Van der Plas, W; Bierman, W; Janssen, Y; Franken, J; Oosterling, S; Boerma, E; Schweitzer, D; Keulen, M; Ketting, S; Wegdam, J; de Vries Reilingh, T; Schipper, E; Teeuwen, P; Hendriks, E; Van Geloven, A; Emous, M; Poelstra, R; Teunissen, M; Gerritsen, S; Boerma, D; De Reuver, P; Thunnissen, F; Vermeulen, B; Groen, A; Van Ginhoven, T; Viëtor, C; van der Oest, M; Vriens, P; Houwen, T; Heisterkamp, J; van Petersen, A; van der Meij, W; Stevens, C; Pronk, A; Bakker, W; Richir, M; Vriens, M; Filipe, M; Uittenbogaart, M; Leclercq, W; Sijmons, J; Vancoillie, P; Konsten, J; Van Heinsbergen, M; Dekker, N; den Boer, F; Akinmade, A; Adeyeye, A; Enoch, E; Fayose, S; Okunlola, A; Adeniyi, A; Adeyemo, O; Adebara, I; Bakare, A; Babalola, O; Abiyere, O; Banjo, O; Olori, S; Akaba, O; Agida, E; Abdullahi, I; Egbuchulem, I; Olulana, D; Lawal, T; Ogundoyin, O; Oyelakin, O; Nwaorgu, O; Sule, S; Makwe, C; Afolabi, B; Seyi-Olajide, J; Ademuyiwa, A; Bode, C; Atoyebi, O; Elebute, O; Okunowo, A; Williams, O; Eke, N; Oshodi, O; Faboya, O; Adeniran, A; Omisanjo, O; Oshodi, Y; Ogunyemi, A; Atobatele, K; Adeyeye, A; Aremu, I; Olasehinde, O; Abdur-Rahman, L; Bello, J; Popoola, A; Sayomi, T; Raji, H; Adeleke, N; Lawal, B; Habeeb, O; Agodirin, O; Tolani, M; Sholadoye, T; Nwabuoku, S; Abubakar, M; Risteski, T; Cvetanovska Naunova, V; Jovcheski, L; Lazova, E; Agledahl, I; Breuer, R; Massoud, J; Waqar, S; Rashid, I; Ayubi, A; Bhatti, A; Younis, M; Ghouri, A; Ayub, B; Sayyed, R; Saleem, A; Turk, K; Alvi, A; Abassy, J; Khan, S; Arshad, M; Ahmed, K; Siddiqui, T; Pirzada, A; Kerawala, A; Jamal, A; Rai, L; Nafees Ahmed, R; Memon, A; Qureshi, A; Ayyaz, M; Umar, M; Butt, U; Kashif, M; Khan, W; Waris Farooka, M; Wasim, T; Talat, N; Tahir, W; Naseem, J; Akbar, A; Afroze, S; Ali, L; Sultan, A; Ali, H; Janjua, M; Janjua, A; Asghar, S; Farooq, M; Sarwar, M; Naqi, S; Gondal, K; Bukhari, S; Tariq, M; Javed, S; Yaqoob, E; Ashraf, M; Mahmood, U; Raja Shabbir, K; Abukhalaf, S; Amro, A; Cabada Lee, J; Aguilar, A; Rodriguez, E; Castillo, K; Cukier, M; Rodriguez-Zentner, H; Arrue, E; Isaacs Beron, R; Rodríguez Gonzalez, A; Panduro-Correa, V; Cornelio, D; Otiniano Alvarado, C; Caballero Sarabia, V; Vasquez-Ojeda, X; Lizzetti-Mendoza, G; Niquen-Jimenez, M; Shu-Yip, S; León Palacios, J; Borda-Luque, G; Zegarra, S; 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; Huamán, E; Ugarte Oscco, R; Vergel Cabrera, C; Huamán Egoávil, E; Carpio Colmenares, Y; García Barrionuevo, L; Cárdenas Ruiz de Castilla, D; Mansilla Doria, P; Li Valencia, M; Salazar, A; Sarmiento, A; Díaz, C; Morales, E; Ore, E; Zegarra, H; Siccha, J; Guardia, M; Sandoval, M; Mendiola, G; Mimbela, M; Diaz-Ruiz, R; Zeta, L; Cordova-Calle, E; Nuñez, H; Ortiz-Argomedo, M; Caballero-Alvarado, J; Salazar-Tantaleán, A; Espinoza-Llerena, R; Aliaga-Ramos, M; Asodisen, O; Jabagat, E; Tedoy, C; A Ramos, R; Lopez, M; Violago, K; Aram, R; Carlos Santos, P; Filarca, R; Carlos, A; Santos, P; Filarca, R; Domingo, E; Khu, K; Lapitan, M; Sacdalan, M; Kho, M; Baticulon, R; Bravo, S; Cueto, M; Ramos, C; Fuentes, J; Sadian, H; Gumarao, A; Barraquio, A; Cruz, E; Gonzales, A; Reyes, J; Salud, J; Tancinco, E; Rivera, R; Lim, J; Barcelon, J; Chiu, J; Carballo, M; Major, P; Gawron, I; Jach, R; Borges, F; Matos Costa, P; Henriques, S; Rodrigues, S; Gonçalves, N; Cabeleira, A; Branco, C; Serralheiro, P; Alves, R; Teles, T; Lázaro, A; Canhoto, C; Simões, J; Costa, M; Almeida, A; Nogueira, O; Oliveira, A; Athayde Nemésio, R; Silva, M; Lopes, C; Amaral, M; Valente da Costa, A; Andrade, R; Martins, R; Guimarães, A; Guerreiro, P; Ruivo, A; Camacho, C; Duque, M; Santos, E; Breda, D; Oliveira, J; De Oliveira Lopez, A; Garrido, S; Colino, M; De Barros, J; Correia, S; Rodrigues, M; Cardoso, P; Martins, R; Teixeira, J; Soares, A; Morais, H; Pereira, R; Revez, T; Manso, M; Domingues, J; Henriques, P; Ribeiro, R; Ribeiro, V; 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; 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; Lima-da-Silva, C; Pereira, C; Tavares, F; Ferraz, I; Almeida, J; Marialva, J; Lopes, L; Costa, M; Nunes-Coelho, M; Teixeira, M; Machado, N; Alfonso, J; Saraiva, P; Silva, R; Santos, R; Almeida-Reis, R; Correia-de-Sá, T; Fernandes, V; Almeida-Pinto, J; Gonçalves, J; Santos-Sousa, H; Cavaleiro, S; Leite-Moreira, A; Pereira, A; Pereira-Neves, A; Faria, C; Monteiro, J; 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; Abreu da Silva, A; Claro, M; Deus, A; Branquinho, R; Santos, P; Patrício, B; Vieira Paiva Lopes, A; Mendes, J; Carvalho, M; Oliveira, C; Tojal, A; Pinto, J; Abutaka, A; Zarour, A; Abdelkareem, M; Ali, S; Al Tarakji, M; Alfkey, R; Mukhtar, K; Wani, I; 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; Kochetkov, V; 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; Madkhali, T; Alzouhir, A; Alissa, A; Alameer, E; Badedi, M; Alnami, A; 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; 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; 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; 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; 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; Caja Vivancos, P; Villalabeitia Ateca, I; Prieto Calvo, M; Marín, H; Martin Playa, P; Gainza, A; Aragon Achig, E; Rodriguez Fraga, A; Melchor Corcóstegui, I; Mallabiabarrena Ormaechea, G; Garcia Gutierrez, J; Barbier, L; Pesántez Peralta, M; Jiménez Jiménez, M; Municio Martín, J; Gómez Suárez, J; García Operé, G; Pascua Gómez, L; 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; Sanchez Cabús, S; Molina Santos, V; Gonzalez Lopez, J; Medrano Caviedes, R; Moral Duarte, A; Espin-Basany, E; Pellino, G; Blanco-Colino, R; Turrado-Rodriguez, V; Lacy, A; de Lacy, F; 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; 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; Yepes Cano, A; 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; Muñoz-Atienza, V; Moreno Pérez, A; López de la Manzanara Cano, C; Ugarte-Sierra, B; Ibáñez-Aguirre, F; De Andres Olabarria, U; Fernández Pablos, F; Durán Ballesteros, M; Sanz Larrainzar, A; Jiménez Carneros, V; Valle Rubio, A; Alonso-Lamberti, L; Salazar, A; García-Quijada, J; Leon, R; Rodriguez, J; Jimenez Miramón, J; Jover, J; Martín Salamanca, M; Assaf, M; Pérez Simón, V; Landeo Agüero, S; Baeza Pintado, N; Huertas Fernandez, M; Carabias, A; Sosa, M; Lora-Cumplido, P; Lanuza, L; Galipienso Eri, M; Garcia Montesino, J; 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; Hernández, I; García de Castro Rubio, E; Cervera, I; Espino Segura-Illa, M; Sánchez Aniceto, G; Castaño-Leon, A; 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; Garcia-Borda, J; Ferrero Herrero, E; Gomez, P; Eiriz Fernandez, C; Ojeda-Thies, C; Pardo Garcia, J; 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; 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; Mateo-Sierra, O; Quintana-Villamandos, B; Barrio, J; Fanjul, M; Sanchez-Perez, C; Fernandez, M; Hernandez-Kakauridze, S; Rio, J; Díaz Pérez, D; Serrano González, J; Colao García, L; Gutierrez Samaniego, M; Hernandez Bartolome, M; 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; Perez, Y; Garcia-Pineda, V; Gracia, M; Siegrist Ridruejo, J; Diestro, M; Sanchez-Mendez, J; Marti, C; Melendez, M; Moreno-Palacios, E; Loayza, A; Frias, L; Zapardiel, I; Rubio-Perez, I; Prieto Nieto, M; 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; Dziakova, J; Sánchez Del Pueblo, C; Saez Carlin, P; Camarero, E; Picazo, S; Pizarro, M; Avellana, R; Catalán, V; Lopez Antoñanzas, L; Cano, O; Anula, R; Sanz Lopez, R; Sanz Ortega, G; Garcia Alonso, M; Torres, A; Martin Antona, E; Garcia Botella, S; Ramos, D; Barranquero, A; 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; San Miguel Méndez, C; Galvan Pérez, A; Gonzalez-Gonzalez, E; Robin Valle de Lersundi, A; Calcerrada Alises, E; García-Ureña, M; Cruz Cidoncha, A; Troncoso Pereira, P; Alcaide Matas, F; García Pérez, J; Muñoz Vives, J; Osorio, A; Gómez Díaz, C; Guariglia, C; 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; 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; González-Valverde, F; Fernández-Fernández, P; Sánchez-Rodríguez, C; Aguilar-Jimenez, J; Baeza-Murcia, M; Aguayo-Albasini, J; Nicolás-López, T; Alconchel, F; Fernández Martínez, D; Solar-Garcia, L; García Flórez, L; Llaquet Bayo, H; Pujol-Cano, N; Segura-Sampedro, 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; Mora-Guzmán, I; Landete Molina, F; Morera Ocón, F; Canelles Corell, E; Gavaldà Pellicé, M; Salinas Peña, J; Cavallé Busquets, P; Trebol, J; Sánchez-Casado, A; Munoz-Bellvis, L; Pérez-Sánchez, L; Concepción Martín, V; Díaz García, A; Vallve-Bernal, M; Calvo Rey, A; Prada Hervella, G; Dos Santos Carregal, L; Rodriguez Fernandez, M; Freijeiro, M; El Drubi Vega, S; Picardo, A; Cuadrado-Garcia, A; Serralta de Colsa, D; Rojo Lopez, J; 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; Durán-Muñoz-Cruzado, V; Ramallo-Solís, I; Beltrán-Miranda, P; Pareja-Ciuró, F; Antón-Eguía, B; Oliva Mompean, F; Gomez-Rosado, J; Reguera-Rosal, J; Valdes-Hernandez, J; Capitan-Morales, L; Del Toro Lopez, M; 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; Moro-Valdezate, D; Garcés-Albir, M; Lopez, F; Bernal-Sprekelsen, J; Catalá Bauset, J; 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; Trujillo-Díaz, J; Ruiz-Soriano, M; Jezieniecki, C; Gómez-Sanz, T; Núñez-Del Barrio, H; Romero-De Diego, A; García-Virto, V; Aguado, H; Fernández Martín, M; Tejero-Pintor, F; Pérez-Saborido, B; Choolani Bhojwani, E; Acebes García, F; Marcos-Santos, P; Bueno Cañones, A; 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; 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; Sanchez-Fuentes, N; Santero-Ramirez, M; Matute-Najarro, M; Herrero-Lopez, M; Sanchez-Rubio, M; Cantalejo-Diaz, M; Gonzalez-Nicolas-Trebol, M; Saudi-Moro, S; Jariod-Ferrer, U; Rivas, R; Rivas, F; Escartin, J; Blas Laina, J; Nogués, A; Cros, B; Talal El-Abur, I; Garcia Egea, J; Yanez, C; Jayarajah, U; Ravindrakumar, S; Rodrigo, V; Arulanantham, A; Bandara, G; Hamid, H; Ali, E; Widatalla, A; Bakheit, I; Awadelkarim, M; Ali Karar, 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; 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; Gass, M; Scheiwiller, A; Metzger, J; Gialamas, E; Chevallay, M; Sauvain, M; Dwidar, O; Kiessling, S; Stoeckli, S; 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; Gutschow, C; Turina, M; Ersen, O; Onan, M; Kozan, R; Erol, T; Dincer, H; Yildiz, A; Iflazoglu, N; Yalkın, O; Isik, A; Ozben, V; Aytac, E; Aliyeva, Z; Akaydin, ELİF; Ozmen, B; Baca, B; Altinel, Y; Calikoglu, F; Tokocin, M; Hacim, N; Akbas, A; Meric, S; Vartanoglu, T; Yigitbas, H; Ercetin, C; Ercan, G; Ozgur, I; Keskin, M; Saracoglu, K; Cimenoglu, B; Demirhan, R; Kale, A; Simsek, T; Gundogdu, E; Abbasov, A; Tanal, M; Citgez, B; Bozkurt, E; Yetkin, S; Mihmanli, M; Alhamed, A; Ergun, S; Sanli, A; Velidedeoglu, M; OZcelik, M; Uludag, S; Zengin, A; Cebi, S; Demirkiran, F; Bese, T; Acikgoz, A; Kayan, B; Aykanat, Y; Mutlu, D; GÖksoy, B; Kara, Y; Bozkurt, M; Kocatas, A; Öğücü, H; Uslu, G; Arican, C; Tugmen, C; Aydin, C; Yesilyurt, D; Avci, E; Kebapçı, E; Kilinc, G; Sert, I; Tuncer, K; Akalin, M; Emiroglu, M; Demirli Atici, S; Salimoğlu, S; Kaya, T; Kirmizi, Y; Tatar, O; Yüksel, E; Güler, S; Yildirim, A; Utkan, N; 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; Karaman, E; Kolusab, A; Karaaslan, O; Majid, I; Alshryda, S; Abbas, F; Abbas, F; Mohammed, D; Tahlak, M; Yammahi, A; Albaroudi, A; Elyafawi, B; Saber, A; Khansaheb, H; Alsaadi, H; Alzarooni, N; Bekheit, M; Kamera, B; 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; West, R; Gammeri, E; Catton, A; Marinos Kouris, S; Pereca, J; Singh, J; Seymour, Z; Jones, R; Leeson, S; Peevor, R; Lala, A; 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; Phull, J; Frost, J; Burnard, S; Crowley, R; Airey, A; Bevan, K; Makin-Taylor, R; Ong, C; Callan, R; Bloom, O; Aljanadi, F; Moawad, N; Jones, M; Gregg, A; Jeganathan, R; Pachl, M; Martin, B; Archer, J; Odeh, A; Siddaiah, N; Singhal, R; Naumann, D; Karandikar, S; Syed, A; Tucker, O; Alam, R; Kalkat, M; Mak, J; Kulkarni, R; Sharma, N; Nankivell, P; Tirotta, F; Parente, A; Breik, O; Kisiel, A; Cato, L; Saeed, S; Bhangu, A; Griffiths, E; Pathanki, A; Ford, S; Desai, A; Almond, M; Kamal, M; Sundar, S; Leung, E; Kaur, R; Brett-Miller, C; Buruiana, F; 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; Sarantitis, I; Shrestha, D; Timbrell, S; Shugaba, A; Quddus, B; Law, J; Bittar, M; Creanga, M; Elniel, M; Youssef, M; Ali, S; Qadri, S; Brixton, G; Findlay, L; Klatte, T; Majkowska, A; Manson, J; Potter, R; Oktseloglou, V; Mosley, F; De La Cruz Monroy, M; Bobak, P; Omar, I; Ahad, S; Langlands, F; Brown, V; Hashem, M; Kennedy, L; Jaunoo, S; Coomber, E; Williams, O; Shalaby, M; Rhodes, H; Williams, A; Ridgway, A; Pournaras, D; Britton, E; Lostis, E; Ambler, G; Chu, H; Hopkins, J; Manara, J; Chan, M; Doe, M; Moon, R; Lawday, S; Jichi, T; Singleton, W; Main, B; Maccabe, T; Newton, C; Blencowe, N; Fudulu, D; Bhojwani, D; Baquedano, M; Caputo, M; Rapetto, F; Flannery, O; Hassan, A; Coonar, A; Aresu, G; Smith, C; Gearon, D; Hogan, J; Pradeep, I; Durio Yates, H; Peryt, A; Barrett-Brown, Z; King, M; Ahmadi, N; Jenkins, D; Moorjani, N; Taghavi, F; Wells, F; Hardie, J; Page, S; Anazor, F; King, S; Luck, J; Kazzaz, S; Mannion, R; Stewart, G; Ramzi, J; Mohan, M; Singh, A; Ashcroft, J; Baker, O; Coughlin, P; Davies, R; Durst, A; Abood, A; Habeeb, A; Hudson, V; Kolias, A; Lamb, B; Luke, L; Mitrasinovic, S; Murphy, S; Ngu, A; O'Neill, J; Waseem, S; Wong, K; Georgiades, F; Hutchinson, P; Tan, X; Pushpa-Rajah, J; Colquhoun, A; Masterson, L; Abu-Nayla, I; Walker, C; Balakrishnan, A; Rooney, S; Irune, E; Byrne, M; 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; 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; Sobti, A; Khaleel, A; Unnithan, A; Memon, K; Pala Bhaskar, 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; Martin, E; Smith, C; Jones, A; Roy Mahapatra, S; Clifford, R; Jones, G; Gardner, A; Tripathi, S; Greenhalgh, M; Matthews, W; Mohankumar, K; Khawaja, I; Palepa, A; Doulias, T; Gill, C; Dunne, N; Sarma, D; 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; Davies-Jones, G; Ng, J; 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; Crichton, R; Sonksen, J; Aldridge, K; McDonald, C; Manickavasagam, J; Ragupathy, K; Davison, S; Dalgleish, S; McGrath, N; Kanitkar, R; Payne, C; Ramsay, L; Ng, C; Collier, T; Khan, K; Evans, R; Brennan, C; Henshall, D; Drake, T; Harrison, E; Zamvar, V; Tambyraja, A; Skipworth, R; Linder, G; McGregor, R; Brennan, P; Mayes, J; Ross, L; Smith, S; White, T; Jamjoom, A; Pasricha, R; Gallagher, K; Swan, R; Paterson, H; Maeda, Y; Kwok, A; Tsiaousidou, A; Vaughan-Shaw, P; 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; Massey, L; Rajaretnam, N; Evans, J; John, J; Goubran, A; Campain, N; McDermott, F; McGrath, J; Ng, M; Pascoe, J; Phillips, J; Daniels, I; 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; Kirk, A; Irvine, V; Lammy, S; O'Kane, R; Elliott, L; McCabe, G; Holroyd, D; Jamieson, N; Geddes, A; McMahon, J; McCaul, J; Al-Azzawi, M; Aitken, E; Glen, P; Sinan, L; Lammy, S; Grivas, A; Tilling, E; 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; Tailor, A; Flavin, M; Walker, D; Humphries, S; Assalaarachchi, H; Curl-Roper, T; Westwood, E; Delimpalta, C; Liao, C; Velchuru, V; Raptis, D; Pollok, J; 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; Singh, A; Barmpagianni, C; Basgaran, A; Basha, A; Okechukwu, V; Bartsch, A; Gallagher, P; Maqsood, A; Sahnan, K; Leo, C; Lewis, S; Ubhi, H; Exley, R; Khan, U; Shah, P; Saxena, S; Zafar, N; Abdul-Jabar, H; Patel, M; Shabana, A; Alanbuki, A; Usman, O; Ong, C; 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; Williams, L; Basnyat, P; Shrestha, A; Kumaran, N; Sambhwani, S; Sheikh, N; Taylor, O; Liew, I; Al-Sukaini, A; Mediratta, S; Saxena, D; Sgrò, A; Rashid, M; Milne, K; Mcintyre, J; Akhtar, M; Turnbull, A; Brunt, A; Stewart, K; Wilson, M; Rutherford, D; McGivern, K; Massie, E; Ho, M; Wade, R; Johnstone, J; Bourke, G; Brunelli, A; Elkadi, H; Otify, M; Pompili, C; Burke, J; Bagouri, E; Chowdhury, M; Abual-Rub, Z; Kaufmann, A; Munot, S; Lo, T; Young, A; Kowal, M; Wall, J; Peckham-Cooper, A; Layton, G; Karki, B; Jeong, H; Pankhania, S; Asher, S; Folorunso, A; Mistry, S; Singh, B; Winyard, J; Mangwani, J; Caruana, E; Mohammad, A; Acharya, M; Chandarana, K; Ang, K; Chowdhry, M; 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; Sundhu, M; Santini, A; Fathelbab, M; Hussein, K; Nunes, Q; Jones, R; Shahzad, K; Haq, I; Baig, M; Hughes, J; Kattakayam, A; Rajput, K; Misra, N; Shah, S; Clynch, A; Georgopoulou, N; Sharples, H; Apampa, A; Nzenwa, I; Sud, A; Harky, A; Kirmani, B; Shackcloth, M; Jenkinson, M; Zakaria, R; Elmoslemany, T; Millward, C; Baron, R; Dunne, D; Szatmary, P; Thomas, A; McNicol, F; Gahunia, S; Sochorova, D; Nita, G; McKinney, R; Russ, J; Tan, J; Harwood, R; Corbett, H; Rossborough, C; Skelly, B; Che Bakri, N; Nazarian, S; Vashisht, R; Jiao, L; Jawad, Z; Allan, A; Kontovounisios, C; Grove, T; Warren, O; Fadel, M; Chatzikonstantinou, M; Sorelli, P; Rahman, S; Hadjipavlou, M; Holbrook, C; Chong, C; Kufeji, D; Rufai, S; Lloyd, I; James, G; Chari, A; Silva, A; 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; Dunstan, M; Beak, P; Gerogiannis, I; Jain, A; Menon, A; Pramodana, B; Choi, D; Marcus, H; Webber, L; May, R; Hutchison, R; Luoma, V; Ranjit, S; Parakh, J; Sarodaya, V; Daadipour, A; Khalifa, M; Bosch, K; Bashkirova, V; Dvorkin, L; Kalidindi, V; 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; Minicozzi, A; Banerjee, A; Sullivan, T; Sivaprakasam, R; Anzak, A; Ghufoor, K; Thaha, M; Knowles, C; Ledesma, F; Patki, P; Popova, D; Sadigh, P; Ramamoorthy, R; Uff, C; Attwell, L; Tanabalan, C; Goh, M; Jayasinghe, J; Leal Silva, I; Thakur, B; Lebe, M; Thet, M; Hughes, F; Rahman, R; Fuwa, O; Sanders, J; Oo, A; Bueser, T; Curtis, M; Stamenkovic, S; 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; 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; 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; Kalavrezos, N; Sinha, D; Chand, M; Green, L; Beech, N; McEwen, R; Kiconco, H; Andreani, S; Bath, M; Sahni, A; Judkins, N; Rigueros Springford, L; Sohrabi, C; Bacarese-Hamilton, J; Taylor, F; Patki, P; Tanabalan, C; Parmar, C; McCluney, S; Shah, S; Talwar, R; Patel, K; Askari, A; Jambulingam, P; Shaw, S; Maity, A; Hatzantonis, C; Sagar, J; Kudchadkar, S; Cirocchi, N; Chan, C; Reynolds, J; Alexander, M; Smart, C; 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; Khan, A; Asaad, P; Wadham, B; Aneke, I; 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; Hilley, A; Egglestone, A; Smith, B; Hine, T; Keeler, B; Soulsby, R; Taylor, A; Davies, E; Ryska, O; Raymond, T; Rogers, S; Tong, A; Hawkin, P; Tingle, S; Abbadessa, F; Sachdeva, A; Rai, B; Chan, C; 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; Elamin Ahmed, H; Mellor, C; Saleh, C; Koshy, R; Hammond, J; Sanderson, L; Wahed, S; Phillips, A; Ghosh, K; Tang, A; Beamish, A; Price, C; Bosanquet, D; Magowan, D; Solari, F; Williams, G; Nassa, H; Smith, L; Robertson-Smith, B; Mahmoud, A; Ameerally, P; Finch, J; 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; Khatun, F; Gajjar, K; Williamson, K; Bratt, D; Konstantinidi, K; Walton, T; Burnside, N; Weaver, H; Hawari, M; Addae-Boateng, E; Rollett, R; Collins, M; Tamimy, M; 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; 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; Bandyopadhyay, S; Cernei, C; Bretherton, C; Jeyaretna, D; Ganau, M; Piper, R; Duck, E; Brown, S; Jelley, C; Tucker, S; Bond-Smith, G; Griffin, X; Tebala, G; Neal, N; Vatish, M; Noton, T; Ghattaura, H; Maher, M; Fu, H; Risk, O; 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; McVeigh, J; Rogers, L; Labib, P; 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; Ahmad, Y; Allana, A; Bellis, C; Babawale, O; Phan, Y; Lokman, U; Ismail, M; Koc, T; Witek, A; Duggleby, L; Shamoon, S; Stefan, S; Clancy, H; Chadha, R; Middleton, S; 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; 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; Thomas, M; Pearce, L; Fountain, D; Laurente, R; Sigamoney, K; Dasa, M; George, K; Naqui, Z; Galhoum, M; Lipede, C; Gabr, A; Radhakrishnan, A; Hasan, M; 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; Steele, C; Kelty, C; Newman, T; Lee, M; Chetty, G; Lye, G; Balasubramanian, S; 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; 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; Badran, A; Cadersa, A; Williams, S; Cumpstey, A; Hamady, Z; Aftab, R; Wensley, F; Byrne, J; Morrison-Jones, V; Sekhon, G; Shields, H; Shakoor, Z; Yener, A; Talbot, T; Khan, A; Alzetani, A; Cresner, R; Babu, B; Liyanage, A; Newman, S; Blake, I; Weerasinghe, C; Baumber, R; Parry, J; Menakaya, C; Webb, J; 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; Rajgor, A; Scurrah, R; Kang, C; Watson, L; Harris, G; Royle, T; Cunningham, Y; James, G; Steel, B; Luk, A; Boulton, A; Khan, M; 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; Motter, D; Jenvey, C; Mahoney, R; Fine, N; Minto, T; Henry, A; Hollyman, M; Grieco, C; Gemmell, C; Whitmore, H; Babar, M; 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; Khalefa, M; Hossain, F; Moores, T; Pickering, L; Stables, G; Doorgakant, A; Thiruvasagam, V; Carter, J; Reid, S; Mohammed, R; Marlow, W; Ferguson, H; Wilkin, R; Konstantinou, C; Yershov, D; Vatish, J; Denning, A; Shah, H; Cross, G; Seyed-Safi, P; Smart, Y; 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; 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; Napolitano, L; Hemmila, M; Amin, D; Abramowicz, S; Roser, S; Olson, K; Riley, C; Heron, C; Cardenas, T; Leede, E; Thornhill, M; Haynes, A; McElhinney, K; Roward, S; Trust, M; Hill, C; Teixeira, P; Etchill, E; Stevens, K; Ladd, M; 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; Brown, A; Chung, C; Hansen, L; Okafor, B; Roxo, V; Raut, C; Jolissaint, J; Mahvi, D; Kaafarani, H; Breen, K; Bankhead-Kendall, B; Alser, O; Mashbari, H; Velmahos, G; Maurer, L; El Moheb, M; Gaitanidis, A; Naar, L; Christensen, M; Kapoen, C; Langeveld, K; El Hechi, M; Mokhtari, A; Haqqani, M; Drake, F; 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; Torquati, A; Cherullo, E; Kennedy, R; Myers, J; Rubin, K; Ban, V; Aoun, S; Batjer, H; Caruso, J; Carmichael, H; Velopulos, C; Wright, F; Urban, S; McIntyre, R; Schroeppel, T; Hennessy, E; Dunn, J; Zier, L; Burlew, C; Coleman, J; Colling, K; Hall, B; Rice, H; Hwang, E; Olson, S; Moris, D; Verma, R; Hassan, R; Volpe, A; Merola, S; O'Banion, L; 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; 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; Schellenberg, M; Martin, R; 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; 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; Brathwaite, C; Liu, H; Petrone, P; Hakmi, H; Sohail, A; Baltazar, G; Heckburn, R; Nygaard, R; Colonna, E; Endorf, F; Hill, M; Maiga, A; Dennis, B; Levin, J; Lallemand, M; Choron, R; Peck, G; Soliman, F; Rehman, S; Glass, N; Juthani, B; Deisher, D; Ruzgar, N; Ullrich, S; Sion, M; Paranjape, C; El Moheb, M; Kar, A; Gillezeau, C; Rapp, J; Taioli, E; Miles, B; Alpert, N; Podolsky, D; Coleman, N; Callahan, M; Ganly, I; Brown, L; Monson, J; 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; Palazzo, F; Rosengart, M; Nicholson, K; Carrick, M; Rodkey, K; Suri, A; Callcut, R; Nicholson, S; Talathoti, N; Klaristenfeld, D; Biffl, W; Marsh, C; Schaffer, K; Berndtson, A; Averbachs, S; Curry, T; Kwan-Feinberg, R; Consorti, E; Gonzalez, R; Grolman, R; Liu, T; Merzlikin, O; Abel, M; Ozgediz, D; Boeck, M; Kornblith, L; Nunez-Garcia, B; Robinson, B; Park, P; Utria, A; Rice-Townsend, S; Javid, P; Hauptman, J; Kieran, K; Nehra, D; Walters, A; Cuschieri, J; Davidson, G; Nunez, J; Cosker, R; Eckhouse, S; Choudhry, A; Marx, W; Jamil, T; Seegert, S; Al-Embideen, S; Quintana, M; Jackson, H; Wexner, S; Kent, I; Martins, P; 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; Mazingi, D

doi:10.1093/bjs/znab183

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

Copy For Citation

Dajti I., Valenzuela J. I., Boccalatte L. A., Gemelli N. A., Smith D. E., Dudi-Venkata N. N., ...More

The British journal of surgery, vol.108, no.11, pp.1274-1292, 2021 (SCI-Expanded)

Publication Type: Article / Article
Volume: 108 Issue: 11
Publication Date: 2021
Doi Number: 10.1093/bjs/znab183
Journal Name: The British journal of surgery
Journal Indexes: Science Citation Index Expanded (SCI-EXPANDED), Scopus, Academic Search Premier, Abstracts in Social Gerontology, CAB Abstracts, EMBASE, MEDLINE
Page Numbers: pp.1274-1292
Hacettepe University Affiliated: Yes