Explainable multimodal deep learning models for variable-length sequences in critically ill patients

Journal of Biomedical Informatics 2026 Open access

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Authors: Jennifer Martin, Majid Afshar, Askar Safipour Afshar, John Caskey, Dmitriy Dligach, Yanjun Gao, Jifan Gao, Guanhua Chen, Anoop Mayampurath, Matthew M. Churpek
DOI: 10.1016/j.jbi.2026.105001
Cited by: 3
References: 35

Fields of Study & Subjects

Machine Learning in Healthcare Explainable Artificial Intelligence (XAI) Clinical Reasoning and Diagnostic Skills

Publication details

Journal / source
Journal of Biomedical Informatics
Publisher
Elsevier BV
Volume
177
Pages
105001–105001
Publication date
24 February 2026
Language
EN