Explainable deep learning framework for ICU mortality prediction using latest MIMIC-IV v3.1 with SHAP/LIME based clinical decision support.
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Updated
Mar 31, 2026 - Python
Explainable deep learning framework for ICU mortality prediction using latest MIMIC-IV v3.1 with SHAP/LIME based clinical decision support.
Reproducible pipeline for SUPPORT2 survival analysis with three-layer leakage audit, LODGO transportability benchmark, and bootstrap-validated baselines. PLOS ONE 2026.
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