Ecosyste.ms: Papers

Papers: 10.1093/bjs/znab183

https://doi.org/10.1093/bjs/znab183

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

Cited by: 28
Author(s): Irida Dajti, J I Valenzuela, Luis Alejandro Boccalatte, Nicolás Gemelli, Dianne Smith, Nagendra N Dudi-Venkata, Hidde M. Kroon, Tarik Sammour, Matthew M. Roberts, Dennis A. Mitchell, Katja Lah, A Pearce, Alastair Morton, Amanda Dawson, Andrew Drane, Claire Sharpin, Ramesh M. Nataraja, Maurizio Pacilli, Daniel Cox, Vijayaragavan Muralidharan, Georgina E Riddiough, Eleanor Clarke, Wael Jamel, Kirby R Qin, Peter Pockney, Daron Cope, Natasha Egoroff, Natalie Lott, Soni Putnis, S De Robles, Zen Yang Ang, Martin Mitteregger, Stefan Uranitsch, Marjorie P. Stiegler, Gerald Seitinger, Felix Aigner, David B. Lumenta, P S Nischwitz, Erika Richtig, Mauro Pau, Petra Srekl-Filzmaier, Nicolas Eibinger, Birgit Michelitsch, Melanie Fediuk, A Papinutti, Günter Seidel, Judith Kahn, Tina Cohnert, Dirk Messner, F. Ofner, J Presl, M Varga, Michael Weitzendorfer, Klaus Emmanuel, Alf‐Dorian Binder, Matthias Zimmermann, Simone Holawe, Emeka Nkenke, Christoph Grimm, M Kranawetter, Ashrarur Rahman Mitul, Nazmul Islam, Sabbir Karim, Niels Komen, Soni Putnis, S De Robles, Emily Ang, Herbert De Praetere, Tim Tollens, G Schols, C Smets, L. Haenen, Jorien Quintens, Koen Van Belle, Gabriëlle H. van Ramshorst, Piet Pattyn, Liesbeth Desender, Thomas Martens, Dirk Van de Putte, Philip Lerut, A Grimonprez, Mark Janssen, G. De Smul, P. Wallaert, Jef Van den Eynde, Wouter Oosterlinck, Raf Van den Eynde, An Sermon, Anton Boeckxstaens, Aline Cordonnier, Johan De Coster, Joris Jaekers, Constantinus Politis, M Miserez, Nadine DuChateau, Charles de Gheldere, Nicolas Flamey, Piet Pattyn, Adriana Borgonovi Christiano, Barbara Guidi, A L Minussi, Sara Martínez Castro, Willy Okoba, F H R Maldonado, Priscila Rosalba Domingos de Oliveira, Tiago Antônio Baldasso, Lucas Gomes Santos, Gustavo MA Gomes, Igor Lima Buarque, Laércio Pol-Fachin, Tainá Santos Bezerra, Aldo Vieira Barros, A M R da Silva, Alexsandra Laurindo Leite, D W A Silvestre, Christine Ferro, Mônica Peres de Araújo, Lorena Cristina Curado Lopes, P D Damasceno, Danielle Araujo, Gustavo Andreazza Laporte, Moacyr Salem, Marco Guimarães-Filho, Lucas Souto Nacif, Ronald Lg Flumignan, Luis Cu Nakano, Danielle Akemi Bergara Kuramoto, A L S Aidar, Mariana Raffo Pereda, Rebeca Correia, Brena Costa Santos, Ana Alyra Garcia Carvalho, Jorge Eduardo de Amorim, Henrique Jorge Guedes Neto, Libnah Leal Areias, Álvaro Francisco Lopes de Sousa, Carolina Dutra Queiroz Flumignan, W G Lustre, Daniel Moreno, Nicolas Barros, Jose CC Baptista-Silva, Leandro Luongo de Matos, L P Kowaski, Marco Aurélio Vamondes Kulcsar, Kamilla Schmitz Nunes, M Teixeira, Rodrigo Pereira da Silva Nunes, Tiago Riuji Ijichi, N J Kim, A Marreiro, B Müller, Jamile Barakat Awada, Glauco Baiocchi, Luiz Paulo Kowalski, JG Vartanian, Fabiana B. Makdissi, Santiago Ruiz de Aguiar, N Marques, Genival Barbosa de Carvalho, Tomas Marques, Emne Ali Abdallah, Charles Edouard Zurstrassen, Jefferson Luiz Gross, Stênio de Cássio Zéqui, Bruna Tirapelli Gonçalves, S. Santos, João Pedreira Duprat, Felipe J. F. Coimbra, Rafael De Cicco, Flávio Roberto Takeda, Cristina Ivan, Ulysses Ribeiro, Arthur Paredes Gatti, Ramon Oliva, Caroline Nardi, Mihail Slavchev, Boyko Atanasov, Nikolay Belev, Angela Dell, David L. Bigam, Khaled Dajani, Salim Al Riyami, Janet Martin, Davy Cheng, Homer Yang, Ashraf Fayad, François Martin Carrier, Éva Amzallag, J Desroches, Marc Ruel, Natasha Caminsky, Marylise Boutros, Jonathan L. Moon, Enoch Wong, Tsafrir Vanounou, Jonathan Pelletier, Sui‐Weng Wong, Elie Girsowicz, Jason Bayne, Daniel I. Obrand, Harpreet Gill, Oren K. Steinmetz, K MacKenzie, Marceli Łukaszewski, Ghader Jamjoum, Philippe Richebé, Olivier Verdonck, S Discepola, N Godin, Moulay Idrissi, Vincent Lecluyse, Geneviève Côté, Sebastian Demyttenaere, Richard Garfinkle, Marylise Boutros, A Kouyoumdjian, Marylise Boutros, Sinziana Dumitra, Jonathan L. Moon, Enoch Wong, Kosar Khwaja, Lei Luo, Marceli Łukaszewski, Harpreet Gill, Greg Berry, Arnoldo Liberman, Elie Girsowicz, Jason Bayne, Daniel I. Obrand, Oren K. Steinmetz, K MacKenzie, Severin Schmid, Jennifer O Spicer, Maather Al Farsi, Jad Abou‐Khalil, Étienne J. Couture, Shiva Mohammadi, H Tremblay, Nancy-Lisa Gagné, Anne Bergeron, AF Turgeon, Oliver Costerousse, David Bellemare, C. Babin, C Blier, Melissa Wood, Amit Persad, Gary Groot, Hong Pham, Frédérick D’Aragon, Élaine Carbonneau, Maryse Bouchard, Marie-Hélène Masse, F Pesant, Julie Héroux, Paul J. Karanicolas, Julie Hallet, A Nadler, Avery B. Nathens, Ko M, Amanpreet Brar, Kelly Mayson, Biniam Kidane, Sadeesh Srinathan, Mario Escudero, José Tomás Reyes, María Marta Modolo, P Nieto, R Sepulveda, A Bolbarán, A Molero, Isabel Ruíz, Gabriel Reyes, R Sanchez Salas, Cristóbal Suazo, Rodrigo Muñóz, E. Grasset, Martín Inzunza, N Besser, M J Irarrázaval, Cristián Jarry, Fernanda Bellolio, C A Romero Manqui, M Ruiz Esquide, Tyare Fuentes, Jose Campos, Carlos Rivera, Paula Cabrera, Raúl E. Pinilla, Óscar Guevara, L J Jimenez Ramirez, B G Velasquez Cuasquen, David Ricardo Herrera Mora, A Ramos Bonilla, S Diaz, Eder Jesús Orihuela Manrique, Helena Facundo, Jorge Luis Vélez Bernal, Juan Carlos Alzate-Ángel, MYRIAM NOHEMI GARCIA, Lucero Jiménez Guzmán, Carlos Lehmann, Sergio Cervera, L M Trujillo Sanchez, Reyna Jacqueline Montoya Guevara, Diana Valbuena, Laura García-Puente Suárez, Guillermo Fernández Jiménez, Alfonso Velandia, J.J. PAEZ VARGAS, Juana Castillo Espinosa, Sylvie Rey, J Mendoza Quevedo, José Andrés Calvache, Claudia Milena Orozco‐Chamorro, T A Sánchez-Gómez, D A Rojas-Tejada, Jakov Mihanović, B Bakmaz, I Rakvin, Nina Sulen, T Andabaka, Ivica Lukšić, M Mamic, L Martínek, M Škrovina, Jan Žatecký, M Peteja, Helle Kristensen, Mira Mekhael, Peter Christensen, Lena Westh, Henry Smith, Aleksander Fjeld Haugstvedt, Maria Lovisa Jönsson, A Crespo, Sylvia Batista, Julia Rodríguez-Abreu, N Tactuk, P J Diaz-Delgado, R Rivas, J A Sarmiento-Bobadilla, F Ashoush, Abdelrahman Abdelaal, Mostafa Shehata Qatora, Mostafa Elsayed Elsayed Hewalla, Maram Metwalli, R Atta, A Abdelmajeed, N E Abosamak, A. I. Sabry, Sameh Shehata, I. Sallam, Gamal Amira, M Sherief, A. Sherif, H Salem, R Hamdy, H Aboulkassem, Galal Ghaly, Ghada M. Sherif, Ahmed Mohamed Morsi, Ahmed Abdelrahman, A Omnia, Ahmed Tawheed, Mohamed El Kassas, Wael Omar, A Abdelsamed, A Seleim, H Salem, Ahmed Y Azzam, Mahmoud Elfiky, Ahmed Nabil, Maher H. Ibraheem, Galal Ghaly, Marwa Eldeeb, Mohamed Fawzy, Hosam Hamed, Sameh Hany Emile, Ahmed Hossam Elfallal, Hossam Elfeki, Mahmoud Shalaby, Ahmed Sakr, M Alrahawy, H Atif, Ahmed Sakr, Hatem Soltan, Ahmed Kamal Sayed, Ali Shimaa Salah, Ahmed M. Atiya, Kyrillos Wassim, Eslam Saber Esmail, Mai Khalaf, Abdullah S. Eldaly, Ahmed Ghoneim, A Hawila, Helmy Badr, Ismael Elhalaby, M Abdel-bari, Mohamed Elbahnasawy, Mohamed Hamada, Mohamed Morsy, Mohammed Hammad, Mohammed Hammad, M Essa, Mohamed Fayed, Mohamed Elzoghby, Mohamed Y. Rady, O Hamad, Samar Salman, Sameh Sarsik, Sherief Abd-Elsalam, Salma Badr, Yasser Elmasry, M M H Moahmmed, Samuel Hailu, Amanuel Wolde, Mengistu G Mengesha, Sofwatun Nida, Mahteme Haile Workneh, Marriam Ahmed, Tigist Fisseha, Dawit Kassa, Haymanot Zeleke, Azarias Kassahun Admasu, Tsegazeab Laeke, Abenezer Tirsit, Mulualem Gessesse, Adamu Addissie, Kebebe Bekele, Joonas H. Kauppila, Elise Sarjanoja, Sylvie Testelin, Stéphanie Dakpé, Bernard Devauchelle, Jérèmie Bettoni, Nolwenn Lavagen, Françoise Schmitt, Jean‐Michel Lemée, Sophie Boucher, R. Breheret, Jean‐Daniel Kün‐Darbois, A Kahn, A Gueutier, P. Bigot, B. Borraccino, Zaher Lakkis, Alexandre Doussot, Bruno Heyd, Simone Manfredelli, P Mathieu, Brice Paquette, Célia Turco, Aude Barrabé, Aurélien Louvrier, David Moszkowicz, Davide Giovinazzo, F. Bretagnol, Andrea Police, Lionel Charre, Enrico Volpin, H Braham, N El Arbi, Vincent Villefranque, L Bendjemar, ève‐Marie Girard, J. Abba, Bertrand Trilling, Alexandre Chébaro, Katia Lécolle, Stéphanie Truant, M. El Amrani, Philippe Zerbib, F.-R. Pruvot, Daniel Mathieu, Ecaterina Surmei, Laura De Mattei, Héctor Marín, Niki Christou, Quentin Ballouhey, Paolo Ferrero, Perrine Coste Mazeau, Jérémy Tricard, B Barrat, Abdelkader Taïbi, Julie Usseglio, Jérôme Laloze, Henri Salle, Laurent Fourcade, Emilie Duchalais, Nicolas Régenet, J. Rigaud, D. Waast, D. Waast, O. Malard, K. Buffenoir, Fabien Espitalier, Christophe Ferron, Yoann Varenne, Vincent Crenn, S. De Vergie, Joseph Cristini, Edouard Samarut, Stylianos Tzedakis, P Bouché, Sébastien Gaujoux, Elie Kantor, Dominique Gossot, Agathe Seguin‐Givelet, David Fuks, Mădălina Grigoroiu, R Sanchez Salas, Xavier Cathelineau, Petr Macek, Yann Barbé, François Rozet, Éric Barret, Annick Mombet, Nathalie Cathala, Emmanuel Brian, Frédéric Zadegan, C. Conso, Thierry Blanc, Aline Broch, Sabine Sarnacki, Liza Ali, Arnaud Bonnard, Matthieu Peycelon, Erik Hervieux, Pauline Clermidi, Emeline Maisonneuve, E. Aubry, Anne Thomin, Tristan Langlais, Guillaume Passot, Olivier Gléhen, Eddy Cotte, Jean-Christophe Lifante, Belinda De Simone, Élie Chouillard, Alexis Arnaud, Philippe Violas, Damien Bergeat, Aude Merdrignac, Alexis Arnaud, Aurélien Scalabre, L O Perotto, B Le Roy, Élie Haddad, Sophie Vermersch, Anne-Cécile Ezanno, Olivier Barbier, Florence Vigouroux, Brice Malgras, Adeline Aimé, Barbara Seeliger, Didier Mutter, Guillaume Philouze, Patrick Pessaux, A Germain, Hervé Chanty, Ahmet Ayav, Radwan Kassir, Peter von Théobald, Frédérique Sauvat, Jennifer O’Connor, Michael Mayombo Idiata, Zachary O’Connor, Simplice Tchoba, Ali Modabber, Philipp Winnand, Frank Hölzle, Björn Sommer, Ehab Shiban, Sebastian Wolf, Matthias Anthuber, Florian Sommer, Daniel Kaemmerer, Theodore Schreiber, Carsten Kamphues, Johannes C. Lauscher, Christian Schineis, Florian N. Loch, Katharina Beyer, S Nasser, Jalid Sehouli, Philipp Höhn, Chris Braumann, Felix Reinkemeier, Waldemar Uhl, Juergen Weitz, Ulrich Bork, Thilo Welsch, C Praetorius, Sandra Korn, Marius Distler, Georg Fluegen, W. T. Knoefel, Christian Vay, Henriette Golcher, Robert Grützmann, Johannes Binder, Phillipp Meister, Amanda S. Gallinat, Arun Paul, Andreas A. Schnitzbauer, Philipp Thoenissen, Hanan El Youzouri, Teresa Schreckenbach, Thu Anh Nguyen, Helge Eberbach, Jörg Bayer, Brandon Erdle, Richard Sandkamp, Christine Nitschke, Jakob R. Izbicki, Faik G. Uzunoğlu, David W. Koenig, Martin Gosau, Arne Böttcher, Annika Heuer, Till Orla Klatte, Matthias Priemel, Christian Betz, Simon Burg, Nikolaus Möckelmann, CJ Busch, J Bewarder, N Zeller, Ruben Smeets, S Thole, Tobias Vollkommer, U Speth, Martin Stangenberg, Ibrahim Hakami, Clara Boeker, Julian W. Mall, Hans-Martin Schardey, Thomas von Ahnen, Martin von Ahnen, U. Brunner, Christian Tapking, Ulrich Kneser, Christoph Hirche, Myung Jae Jung, Karl‐Friedrich Kowalewski, Peter Kienle, Christoph Reißfelder, Steffen Seyfried, Florian Herrle, Julia Hardt, Christian Galata, Emrullah Birgin, Nuh N. Rahbari, Nikolaos Vassos, Mircea Gabriel Stoleriu, Rudolf Hatz, Markus Albertsmeier, N. Börner, Claudia Lampert, Jens Werner, Britta Kuehlmann, Lukas Prantl, Stefan M. Brunner, Hans-Juergen Schlitt, Frank Brennfleck, Karin Pfister, Kyriakos Oikonomou, T Reinhard, Kai Nowak, Ulrich Ronellenfitsch, Jörg Kleeff, Karl‐Stefan Delank, Christina Michalski, Gábor Szabo, Rizky Widyaningsih, Gregor A. Stavrou, Reinhard Bschorer, J Mielke, T Peschel, Alfred Königsrainer, Markus Quante, Markus Löffler, Can Yurttas, Johannes Doerner, Rose Seiberth, Konstantinos Bouchagier, Serafim Klimopoulos, D Paspaliari, G Stylianidis, Athanasios Syllaios, Eustratia Mpaili, Dimitrios Schizas, Theodore Liakakos, Alexandros Charalabopoulos, Constantinos G Zografos, Eleftherios Spartalis, Dimitrios K. Manatakis, Nikolaos Tasis, Maria Ioanna Antonopoulou, Sofia Xenaki, Evangelos Xynos, Emmanuel Chrysos, Elias Athanasakis, J Tsiaousis, Eftychios Lostoridis, Paraskevi Tourountzi, George Tzovaras, Konstantinos Tepetes, Dimitris Zacharoulis, Ioannis Baloyiannis, Konstantinos Perivoliotis, Jiannis Hajiioannou, Christos Korais, E Gkrinia, Charalampos Skoulakis, Athanasios Saratziotis, Ourania Koukoura, Dimitrios Symeonidis, Alexandros Diamantis, Georgios Tsoulfas, Chrysanthos D. Christou, Andreas Tooulias, Vasileios Papadopoulos, Christos Anthoulakis, Grigoris Grimbizis, D Zouzoulas, Dimitris Tatsis, Panagiotis Christidis, Lydia Loutzidou, Orestis Ioannidis, I Astreidis, A Antoniou, Konstantinos Antoniadis, K. Vachtsevanos, Konstantinos Paraskevopoulos, I Kalaitsidou, V Alexoudi, A Stavroglou, A Mantevas, Despina Michailidou, Theodoros B Grivas, D Deligiannidis, S Politis, Amalia Barrios Duarte, Ana Lucía Portilla, Megan Lowey, Gustavo Recinos, Ismar Lopez Muralles, Miguel A. Siguantay, Enrique Estrada, Maria‐Lorena Aguilera‐Arevalo, Jose Cojulun, Guillermo Echeverria-Davila, Cristian Giovanny Gómez Marín, Gabriel Marin, Zoltán Novàk, Timea Echim, N Suszták, Balázs Bánky, Gabriele Jessica Kembuan, H Pajan, Andi Asadul Islam, Ferdous Rahim, H Safari, Masoud Mozafari, Peiman Brouki Milan, Adnan Tizmaghz, Mostafa Rezaei Tavirani, Rand A Hussein, Christina Fleming, Stephen O’Brien, Mohd Yasser Kayyal, A Daly, Shane Killeen, Mark Corrigan, Juliana Marchi, Arnold D. Hill, Tracie Farrell, Niall F. Davis, David J. Kearney, Tamara Nelson, Patrick Maguire, C Barry, Ruth M. Farrell, Lyn Smith, Helen Mohan, Brian Mehigan, Paul McCormick, John Larkin, B A Fahey, Ann M. Rogers, Noel E Donlon, Hugh O׳Sullivan, Timothy Nugent, JV Reynolds, Chloe Donohue, P Shokuhi, N Ravi, Conall Fitzgerald, Paul Lennon, C Timon, John Kinsella, Jesse Smith, T Boyle, Dhafir Al-Azawi, Emilia Connolly, Waqas Butt, Stefanie Croghan, Rustom P. Manecksha, Naomi Fearon, D. C. Winter, Helen Heneghan, Deirdre Maguire, T Gallagher, Kevin C. Conlon, Niall Kennedy, Sean Martin, Rory Kennelly, Ann Hanly, Kin Cheung Ng, Johannes J. Fagan, Eoin Geary, Carolyn Cullinane, Ann Hanly, Emma V. Carrington, J Geraghty, Enda McDermott, Rhys Pritchard, D McPartland, M Boland, Amanda Stafford, Deirdre Maguire, Justin Geoghegan, Jessie A Elliott, P Ridgway, Amy Gillis, Gary Alan Bass, Peter Neary, James M. O’Riordan, Dara Kavanagh, Ian S. Reynolds, Kevin C. Conlon, Doireann Joyce, E Boyle, Bridget Egan, Maxine E Whelan, Ramy Elkady, Sean Tierney, Tara M. Connelly, Helen Earley, Muhammad Umair, Casey L. O’Connell, Rustom P. Manecksha, Ashley Thomas, D Rice, Alannah Madden, Y Bashir, Ben Creavin, Orla Cullivan, Patrick Owens, A Canas-Martinez, Claire Murphy, Lisa C. Pickett, Ben Murphy, Achille Mastrosimone, David Beddy, Mayilone Arumugasamy, Matthew B. Allen, M Aremu, Claire McCarthy, Clare O’Connor, Donal B O’Connor, Erin E. Kent, Fergal D. Malone, Michael B. Geary, Kevin McKevitt, Aoife Lowery, Éanna J Ryan, Thomas Aherne, Alexander J. Fowler, Aliaa Hassanin, Aisling Hogan, Chris Collins, Laura Finnegan, Paul Carroll, Michael J. Kerin, Stewart R. Walsh, Deirdre Nally, Colin Peirce, J C Coffey, R Cunningham, S Tormey, Niall Hardy, Paul Neary, Limor Muallem‐Kalmovich, Nadav Kugler, Ron Lavy, Oded Zmora, Nir Horesh, R Vergari, Sylvie Mochet, R Barmasse, Antonella Usai, Luca Morelli, Arcangelo Picciariello, Vincenzo Papagni, Donato F. Altomare, M. Colledan, M F Zambelli, Stefania Tornese, A Camillo’, Emanuele Rausa, Francesco Bianco, A. Lucianetti, Gian Marco Prucher, A M Baietti, Fabiana Ruggiero, P Maremonti, Flavia Neri, Silvia Ricci, M Biasini, A G Zarabini, Alberto Belvedere, Paolo Bernante, Pietro Bertoglio, Safia Boussedra, Eugenio Brunocilla, Riccardo Cipriani, G Cisternino, Eugenia De Crescenzo, Pierandrea De Iaco, Anna Nunzia Della Gatta, Giulia Dondi, Federico Frio, Elio Jovine, Federico Bianchi, J Neri, D Parlanti, Anna Myriam Perrone, A P Pezzuto, Marco Pignatti, G. Pilu, Valentina Pinto, Gilberto Poggioli, Matteo Ravaioli, Matteo Rottoli, Riccardo Schiavina, Matteo Serenari, Margherita Serra, Piergiorgio Solli, Mario Taffurelli, Marta Tanzanu, Marco Tesei, T Violante, Simone Zanotti, Valeria Tonini, L Sartarelli, Maurizio Cervellera, A Gori, Giulia Armatura, Giovanni Scotton, Stefan Patauner, Antonio Frena, Mauro Podda, Adolfo Pisanu, Giuseppe Esposito, F Frongia, Emmanuele Abate, Letizia Laface, Massimiliano Casati, Marcello Schiavo, T Casiraghi, Giuseppe Sammarco, Gaetano Gallo, G Vescio, Serena Fulginiti, Vincenzo Scorcia, Giuseppe Giannaccare, Adriano Carnevali, Maria Carmela Giuffrida, Alessandra Marano, S Palagi, Simona Grimaldi, Valentina Testa, C Peluso, Felice Borghi, A. Simonato, Andrea Puppo, M D'Agruma, Roberto Chiarpenello, Luca Pellegrino, Federica Maione, Desirée Cianflocca, Vincenzo Pruiti Ciarello, Giorgio Giraudo, E Gelarda, Ettore Dalmasso, Alberto Abrate, Alberto Daniele, Vincenzo Ciriello, Francesco Paolo Rosato, Aude Garnero, L Leotta, Marco Giacometti, Sandro Zonta, Daniele Lomiento, Lucio Taglietti, Sara Elisabetta Dester, Bruno Compagnoni, Fabio Viotti, Rodrigo Anselmo Cazzaniga, Roberto Del Giudice, Federico Mazzotti, Francesco Pasini, Giampaolo Ugolini, Nicolò Fabbri, Carlo V. Feo, E Righini, Solange Maria Gennari, M Chiozza, Gabriele Anania, Andrea Urbani, Margherita Koleva Radica, Paolo Carcoforo, Mattia Portinari, Maria Grazia Sibilla, Alessandro Anastasi, B Bartalucci, A Bellacci, Giuseppe Canonico, L Capezzuoli, C Di Martino, P Ipponi, C Linari, M Montelatici, Tommaso Nelli, Gregorio Spagni, Luca Tirloni, A Vitali, Carlo Agostini, Giovanni Alemanno, Ilenia Bartolini, Carlo Bergamini, Alessandro Bruscino, C Checcucci, Rosita De Vincenti, Annamaria Di Bella, Massimiliano Fambrini, Laura Fortuna, Gherardo Maltinti, Paolo Muiesan, Felice Petraglia, Paolo Prosperi, Maria Novella Ringressi, M Risaliti, Flavia Sorbi, Antonio Taddei, Vincenzo Lizzi, Fernanda Vovola, A Arminio, Antonella Cotoia, Antonio Luciano Sarni, Pietro Familiari, Giancarlo D’Andrea, Veronica Picotti, F Bàmbina, Tommaso Fontana, Fabio Barra, Simone Ferrero, Claudio Gustavino, Chiara Kratochwila, Antonella Ferraiolo, Sergio Costantini, Paola Batistotti, Alessandra Aprile, Chiara Almondo, Lorenzo Ball, C. Robba, Stefano Scabini, Davide Pertile, Andrea Massobrio, Domenico Soriero, Stefano D’Ugo, Norma Depalma, Marcello Spampinato, Laura Lippa, Carlo Gambacciani, Orazio Santonocito, F Aquila, Francesco Pieri, Maria Ballabio, Pietro Bisagni, Maria Serena Longhi, T Armao, Marco Madonini, Antonella Gagliano, Paolo Pizzini, Andrea Costanzi, Marco Confalonieri, M. 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Dejana, Giulia D’Angelo, Giulia Bertoli, F. 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Choudhry, William Marx, Tahir Jamil, Sara Seegert, Somya Al‐Embideen, Mijail Borges-Quintana, Hayley Jackson, Steven D. Wexner, Ilan Kent, Paulo Nuno Martins, Mohammed Al‐Shehari, Hamza Al‐Naggar, M Alsayadi, M Alyazidi, S Shream, Wafa Alhaddad, A Maqus, M Abu Hamra'a, R Alsayadi, Rana Ghannam, Sahar Al‐maqtari, S Masdoos, Y Al-Harazi, Hadeel Bajjah, Saba Al‐ameri, M Aldawbali, Grace Gwini, Dennis Mazingi, Laura Bravo, Dmitri Nepogodiev, James C Glasbey, Elizabeth Li, Joana Simões, Sivesh K Kamarajah, Maria Picciochi, Tom Abbott, Adesoji O Ademuyiwa, Alexis Arnaud, Arnav Agarwal, Amanpreet Brar, Muhammed Elhadi, Dennis Mazingi, Victor Roth Cardoso, Samuel Lawday, Raza Sayyed, Omar M Omar, Antonio Ramos de la Madina, Luke Slater, Mary L Venn, Georgios Gkoutos, Aneel Bhangu, Laura Bravo, Victor Roth Cardoso, Luke Slater, Andreas Karwath, Georgios Gkoutos, Dmitri Nepogodiev, Laura Bravo, Aneel Bhangu, Kwabena Siaw‐Acheampong, Leah Argus, Daoud Chaudhry, Brett E Dawson, James C Glasbey, Rohan R Gujjuri, Conor S Jones, Sivesh K Kamarajah, Chetan Khatri, James M Keatley, Samuel Lawday, Elizabeth Li, Harvinder Mann, Ella J Marson, Kenneth A McLean, Maria Picciochi, Elliott H Taylor, Abhinav Tiwari, Joana Simões, Isobel M Trout, Mary L Venn, Richard Wilkin, Aneel Bhangu, Dmitri Nepogodiev, Irida Dajti, Arben Gjata, Luis Alejandro Boccalatte, María Marta Modolo, Daniel Cox, Peter Pockney, Philip Townend, Felix Aigner, Irmgard Kronberger, Kamral Hossain, Gabrielle VanRamshorst, Ismaïl Lawani, G Gomes Mendonça Ataíde, Glauco Baiocchi, Igor Lima Buarque, Muhammad Gohar, Mihail Slavchev, Arnav Agarwal, Amanpreet Brar, Janet Martin, María Marta Modolo, Maricarmen Olivos, José Andrés Calvache, Carlos Rivera, Ana Đanić Hadžibegović, Tomislav Kopjar, Jakov Mihanović, Jaroslav Klát, René Novysedlák, Peter Christensen, Alaa El‐Hussuna, Sylvia Batista, Eddy Lincango, Sameh Hany Emile, Mengistu G Mengesha, Samuel Hailu, Hailu Tamiru, Joonas H. Kauppila, Johanna Laukkarinen, Alexis Arnaud, Markus Albertsmeiers, Hans Lederhuber, Markus Löffler, Stephen Tabiri, Symeon Metallidis, Georgios Tsoulfas, Maria Aguilera Lorena, Gustavo Grecinos, Tamás Mersich, Dániel Wettstein, Dhruv Ghosh, Gabriele Jessica Kembuan, Peiman Brouk, Mohammad Hossein Khosravi, Masoud Mozafari, Ahmed Adil, Helen Mohan, Oded Zmora, Marco Fiore, Gaetano Gallo, Francesco Pata, Gianluca Pellino, Sohei Satoi, Faris Ayasra, Mohammad Chaar, Ildar Fakhradiyev, Mohammad Nasimul Jamal, Muhammed Elhadi, Aistė Gulla, April Camilla Roslani, Laura Martínez, Antonio Ramos de la Medina, Oumaima Outani, Pascal Jonker, Schelto Kruijff, Milou Noltes, Pieter Steinkamp, Willemijn van der Plas, Adesoji O Ademuyiwa, Babatunde Osinaike, Justina O. Seyi‐Olajide, E. Williams, Sofija Pejkova, Knut Magne Augestad, Kjetil Søreide, Zainab Al Balushi, Ahmad Uzair Qureshi, Raza Sayyed, Mustafa Abu Mohsen Daraghmeh, Sadi A. Abukhalaf, Moisés Cukier, Hugo Gómez, Sebastian Shu, Ximena Vásquez, Marie Dione Parreno-Sacdalan, Piotr Major, José Azevedo, Miguel F. Cunha, Irène Santos, Ahmad Zarour, Eduard‐Alexandru Bonci, Ionuţ Negoi, Sergey Efetov, Andrey Litvin, Faustin Ntirenganya, Ehab Alameer, Dejan Radenković, Frederick Koh Hong Xiang, Chew Min Hoe, James Ngu Chi Yong, Rachel Moore, Ncamsile Anthea Nhlabathi, Ruth Blanco Colino, Ana Minaya Bravo, Ana Minaya‐Bravo, Umesh Jayarajah, Dakshitha Wickramasinghe, Mohammed Elmujtaba, William Jebril, Martin Rutegård, Malin Sund, Arda Işık, Sezai Leventoğlu, Tom Abbott, Ruth A. Benson, Ed Caruna, Sohini Chakrabortee, Andreas K. Demetriades, Anant Desai, Thomas D Drake, John Edwards, Jonathan P Evans, Samuel E. Ford, Christina Fotopoulou, Ewen Griffiths, Peter J. Hutchinson, Michael D. Jenkinson, Tabassum Khan, Stephen R Knight, Angelos Kolias, Elaine Leung, Siobhan McKay, Lisa Norman, Riinu Ots, Raghavan Vidya, Keith Roberts, Andrew Schache, Richard Shaw, Katie Shaw, Neil Smart, Grant D. Stewart, Sudha Sundar, Dale Vimalchandran, Naomi Wright, Sattar Alshryda, Osaid Alser, Kerry Breen, Ian Ganly, Haytham M.A. Kaafarani, Brittany Kendall, Hassan Mashbari, Hamza Al Naggar, Dennis Mazingi, Joana Simões
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