International journal of medical informaticsHumansPulmonary DiseaseChronic ObstructiveMachine LearningMale
Medication-based mortality prediction in COPD using machine learning and conventional statistical methods.
Ana Paula Bruno Pena-Gralle, Amélie Forget, Yohann Moanahere Chiu, Marc-André Legault, Marie-France Beauchesne, Lucie Blais
Published: 202610.1016/j.ijmedinf.2025.106177
Abstract
BACKGROUND: Predicting mortality in chronic obstructive pulmonary disease (COPD) patients supports clinical decision-making and resource allocation. While most existing prediction models rely on clinical, physiological, imaging, or biological measure…
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