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Cost-sensitive ordinal classification methods to predict SARS-CoV-2 pneumonia severity.
Garcia-Garcia F, Lee DJ, Espana Yandiola PP, Landa IU, Martinez-Minaya J, Hayet-Otero M, Ermecheo MN, Quintana JM, Menendez R, Torres A, Jorge RZ. Garcia-Garcia F, et al. Among authors: hayet otero m. IEEE J Biomed Health Inform. 2024 Feb 8;PP. doi: 10.1109/JBHI.2024.3363765. Online ahead of print. IEEE J Biomed Health Inform. 2024. PMID: 38329848
Extracting relevant predictive variables for COVID-19 severity prognosis: An exhaustive comparison of feature selection techniques.
Hayet-Otero M, García-García F, Lee DJ, Martínez-Minaya J, España Yandiola PP, Urrutia Landa I, Nieves Ermecheo M, Quintana JM, Menéndez R, Torres A, Zalacain Jorge R, Arostegui I; with the COVID-19 & Air Pollution Working Group. Hayet-Otero M, et al. PLoS One. 2023 Apr 13;18(4):e0284150. doi: 10.1371/journal.pone.0284150. eCollection 2023. PLoS One. 2023. PMID: 37053151 Free PMC article.