Validation and utility of ARDS subphenotypes identified by machine-learning models using clinical data: an observational, multicohort, retrospective analysis
Elsevier BV;
Autores
Manoj V. Maddali, Matthew M. Churpek, Tài Pham, Emanuele Rezoagli, Hanjing Zhuo, Wendi Zhao, June He, Kevin Delucchi, Chunxue Wang, Nancy Wickersham, J. Brennan McNeil, Alejandra Jáuregui, Serena Ke, Kathryn Vessel, Antonio Gomez, Carolyn M. Hendrickson, Kirsten N. Kangelaris, Aartik Sarma, Aleksandra Leligdowicz, Kathleen D. Liu, Michael A. Matthay, Lorraine B. Ware, John G. Laffey, Giacomo Bellani, Carolyn S. Calfee, Pratik Sinha, Fernando Ríos, Frank van Haren, Thierry Sottiaux, Fredy S Lora, Luciano C. P. Azevedo, Pieter Depuydt, Eddy Fan, Guillermo Bugedo, Haibo Qiu, Marcos Gonzalez, Juan Silesky, Vladimír Černý, Jonas Vestergaard Nielsen, Manuel Jibaja, Tài Pham, Hermann Wrigge, Dimitrios Matamis, Jorge Luis Ranero, Seyed Mohammad Reza Hashemian, Pravin Amin, Kevin Clarkson, Giacomo Monti, Kiyoyasu Kurahashi, Asisclo Villagómez, Amine Ali Zeggwagh, Leo M Heunks, Jon Henrik Laake, Jose Emmanuel Palo, Antero Fernandes, Dorel Sandesc, Yaseen M. Arabi, Vesna Bumbasierevic, Nicolas Nin, José A. Lorente, Anders Larsson, Lise Piquilloud, Fekri Abroug, Daniel F. McAuley, Lia McNamee, Javier Hurtado, Ednan K. Bajwa, Gabriel D’Empaire, Guy François, Hektor Sula, Lordian Nunci, Alma Cani, Alan Zazu, Christian Dellera, Carolina S. Insaurralde, Risso V Alejandro, Julio Daldin, Mauricio Vinzio, Ruben O Fernandez, Luis Pablo Cardonnet, Lisandro Roberto Bettini, Mariano Carboni Bisso, Emilio M. Osman, Mariano Setten, Pablo Lovazzano, Javier Alvarez, Veronica Villar, César Milstein, Norberto C. Pozo, Nicolas Grubissich, Gustavo Plotnikow, Daniela N. Vásquez, Santiago Ilutovich, Norberto Tiribelli, Ariel Chena, Carlos A. Pellegrini, María G. Sáenz, Elisa Estenssoro, Matias Brizuela, Hernan Gianinetto, Pablo Gómez, Valeria I. Cerrato, Marco Bezzi, Silvina Borello, Flavia A. Loiacono, Adriana Fernández, Serena Knowles, Claire Reynolds, Deborah Inskip, Jennene Miller, Jing Kong, Christina Whitehead, Shailesh Bihari, Aylin Seven, Amanda Krstevski, Helen Rodgers, Rebecca T. Millar, Toni McKenna, Irene M Bailey, Gabrielle C Hanlon, Anders Åneman, Joan Lynch, Raman Azad, John Neal, Paul W. Woods, Brigit Roberts, Mark Kol, Helen S. Wong, Katharina Riss, Thomas Staudinger, Xavier Wittebole, Caroline Berghe, Pierre Bulpa, Alain Dive, Rik Verstraete, Herve Lebbinck, Pieter Depuydt, Joris Vermassen, Philippe Meersseman, Helga Ceunen, Jonas I Rosa, Daniel O. Beraldo, Claudio Piras, Adenilton M R Ampinelli, Antônio Paulo Nassar, Sergio Mataloun, Marcelo Moock, Marlus M. Thompson, Claudio H. Gonçalves, Ana Carolina Peçanha Antônio, Aline Maria Ascoli, Rodrigo Biondi, Danielle C. Fontenele, Danielle Nobrega, Vanessa M. Sales, Suresh Shindhe, Dk Maizatul Aiman B Pg Hj Ismail, John G. Laffey, François Beloncle, Kyle G. Davies, Rob Cirone, Venika Manoharan, Mehvish Ismail, Ewan C. Goligher, Mandeep Jassal, Erin Nishikawa, Areej Javeed, Gerard Curley, Nuttapol Rittayamai, Matteo Parotto, Niall D. Ferguson, Sangeeta Mehta, Jenny Knoll, Antoine Pronovost, Sergio Canestrini, Alejandro Bruhn, Patricio García, Felipe Aliaga, Pamela A. Farías, Jacob Yumha, Claudia A Ortiz, Javier Salas, Alejandro A. Saez, Luis Diego Solano Vega, Eduardo F. Labarca, Felipe Martínez, Nicolás Carreño, Pilar Lora, Haitao Liu, Haibo Qiu, Ling Liu, Rui Tang, Xiaoming Luo, Youzhong An, Huiying Zhao, Yan Gao, Zhe Zhai, Zheng Ye, Wei Wang, Wenwen Li, Qingdong Li, Ruiqiang Zheng, Wenkui Yu, Juanhong Shen, Xinyu Li, Tao Yu, Weihua Lü, Ya Wu, Xiao Huang, Zhenyang He, Yuanhua Lu, Hui Han, Fan Zhang, Renhua Sun, Hua Wang, Shu H. Qin, Bao H. Zhu, Jun Zhao, Jian Liu, Bin Li, Jing Liu, Fa C. Zhou, Qiong Li, Xing Zhang, Zhou Li-Xin, Qiang Xin-Hua, Liangyan Jiang, Yuan Gao, Xian Y. Zhao, Yuan Li, Xiao L Li, Chunting Wang, Qingchun Yao, Rongguo Yu, Kai Chen, Huanzhang Shao, Bingyu Qin, Qing Q. Huang, Wei Zhu, Ai Y. Hang, Ma X Hua, Yimin Li, Yonghao Xu, Yu D. Di, Long L. Ling, Tie H Qin, Wang Shou, Junping Qin, Yifan Han, Suming Zhou, Monica P. Vargas, Juan Ignacio Silesky Jiménez, Manuel Rojas, Jaime E Solis-Quesada, Christian M. Ramirez-Alfaro, Jan Máca, Peter Sklienka, Jakob Gjedsted, Aage Christiansen, Jonas Vestergaard Nielsen, Boris Villamagua, Miguel Llano, Philippe Burtin, Gautier Buzancais, Pascal Beuret, Nicolas Pelletier, Satar Mortaza, Alain Mercat, Jonathan Chelly, Sébastien Jochmans, Nicolas Terzi, Cédric Daubin, Guillaume Carteaux, Nicolas de Prost, Jean‐Daniel Chiche, Fabrice Daviaud, Tài Pham, Muriel Fartoukh, Guillaume Barberet, Jérome Biehler, Jean Dellamonica, Denis Doyen, Jean-Michel Arnal, Anaïs Briquet, Sami Hraiech, Laurent Papazian, Arnaud Follin, Damien Roux, Jonathan Messika, Evangelos Kalaitzis, Laurence Dangers, Alain Combes, Siu-Ming Au, Gaetan Béduneau, Dorothée Carpentier, Elie H. Zogheib,
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