2 papers
cs.LG2026
Explainable Admission-Level Predictive Modeling for Prolonged Hospital Stay in Elderly Populations: Challenges in Low- and Middle-Income Countries
Daniel Sierra-Botero, Ana Molina-Taborda, Leonardo Espinosa-Leal +3
Prolonged length of stay (pLoS) is a significant factor associated with the risk of adverse in-hospital events. We develop and explain a predictive model for pLos using admission-l…
cs.LG2024
Selecting Interpretability Techniques for Healthcare Machine Learning models
Daniel Sierra-Botero, Ana Molina-Taborda, Mario S. Valdés-Tresanco +4
In healthcare there is a pursuit for employing interpretable algorithms to assist healthcare professionals in several decision scenarios. Following the Predictive, Descriptive and…