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Predicting ICU Mortality in Acute Respiratory Distress Syndrome Patients Using Machine Learning: The Predicting Outcome and STratifiCation of severity in ARDS (POSTCARDS) Study.
Villar J, González-Martín JM, Hernández-González J, Armengol MA, Fernández C, Martín-Rodríguez C, Mosteiro F, Martínez D, Sánchez-Ballesteros J, Ferrando C, Domínguez-Berrot AM, Añón JM, Parra L, Montiel R, Solano R, Robaglia D, Rodríguez-Suárez P, Gómez-Bentolila E, Fernández RL, Szakmany T, Steyerberg EW, Slutsky AS; Predicting Outcome and STratifiCation of severity in ARDS (POSTCARDS) Network. Villar J, et al. Among authors: robaglia d. Crit Care Med. 2023 Dec 1;51(12):1638-1649. doi: 10.1097/CCM.0000000000006030. Epub 2023 Aug 31. Crit Care Med. 2023. PMID: 37651262
The PANDORA Study: Prevalence and Outcome of Acute Hypoxemic Respiratory Failure in the Pre-COVID-19 Era.
Villar J, Mora-Ordoñez JM, Soler JA, Mosteiro F, Vidal A, Ambrós A, Fernández L, Murcia I, Civantos B, Romera MA, Mira A, Díaz-Domínguez FJ, Parrilla D, Martínez-Carmona JF, Martínez D, Pita-García L, Robaglia D, Bueno-González A, Sánchez-Ballesteros J, Pereyra ÁE, Hernández M, Chamorro-Jambrina C, Cobeta P, González-Luengo RI, Montiel R, Nogales L, Fernández MM, Arocas B, Valverde-Montoro Á, Del Saz-Ortiz AM, Olea-Jiménez V, Añón JM, Rodríguez-Suárez P, Fernández RL, Fernández C, Szakmany T, González-Martín JM, Ferrando C, Kacmarek RM, Slutsky AS. Villar J, et al. Among authors: robaglia d. Crit Care Explor. 2022 Apr 29;4(5):e0684. doi: 10.1097/CCE.0000000000000684. eCollection 2022 May. Crit Care Explor. 2022. PMID: 35510152 Free PMC article.
A Prognostic Enrichment Strategy for Selection of Patients With Acute Respiratory Distress Syndrome in Clinical Trials.
Villar J, Ambrós A, Mosteiro F, Martínez D, Fernández L, Ferrando C, Carriedo D, Soler JA, Parrilla D, Hernández M, Andaluz-Ojeda D, Añón JM, Vidal A, González-Higueras E, Martín-Rodríguez C, Díaz-Lamas AM, Blanco J, Belda J, Díaz-Domínguez FJ, Rico-Feijoó J, Martín-Delgado C, Romera MA, González-Martín JM, Fernández RL, Kacmarek RM; Spanish Initiative for Epidemiology, Stratification and Therapies of ARDS (SIESTA) Network. Villar J, et al. Crit Care Med. 2019 Mar;47(3):377-385. doi: 10.1097/CCM.0000000000003624. Crit Care Med. 2019. PMID: 30624279