Extracting relevant predictive variables for COVID-19 severity prognosis: An exhaustive comparison of feature selection techniques

Autor: Hayet-Otero, M., García, F., Lee, D.-J., Martínez-Minaya, J., España Yandiola, P.P., Urrutia Landa, I., Nieves Ermecheo, M., Quintana, J.M., Menéndez, R., Torres, A., Zalacain Jorge, R., Arostegui, I.

With the COVID-19 pandemic having caused unprecedented numbers of infections and deaths, large research efforts have been undertaken to increase our understanding of the disease and the factors which determine diverse clinical evolutions. Here we foc

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______3610::b324857c8a930f00f7581a60bbfd8ea5
https://doi.org/10.1371/journal.pone.0284150

Obtaining patient phenotypes in SARS-CoV-2 pneumonia, and their association with clinical severity and mortality.

Autor: García-García F; Basque Center for Applied Mathematics (BCAM), Bilbao, Basque Country, Spain. fegarcia@bcamath.org., Lee DJ; School of Science & Technology, IE University, Madrid, Madrid, Spain., Nieves-Ermecheo M; Biocruces Bizkaia Health Research Institute, Barakaldo, Basque Country, Spain.; Respiratory Service, Galdakao-Usansolo University Hospital, Galdakao, Basque Country, Spain., Bronte O; Respiratory Service, Galdakao-Usansolo University Hospital, Galdakao, Basque Country, Spain., España PP; Respiratory Service, Galdakao-Usansolo University Hospital, Galdakao, Basque Country, Spain., Quintana JM; Research Unit, Galdakao-Usansolo University Hospital, Galdakao, Basque Country, Spain., Menéndez R; Pneumology Department, La Fe University and Polytechnic Hospital, Valencia, Valencian Community, Spain., Torres A; Pneumology Department, Hospital Clínic of Barcelona, Barcelona, Catalonia, Spain., Ruiz Iturriaga LA; Pneumology Service, Cruces University Hospital, Barakaldo, Basque Country, Spain., Urrutia I; Respiratory Service, Galdakao-Usansolo University Hospital, Galdakao, Basque Country, Spain.

Publikováno v: Pneumonia (Nathan Qld.) [Pneumonia (Nathan)] 2024 Jun 25; Vol. 16 (1), pp. 12. Date of Electronic Publication: 2024 Jun 25.