Author

A. Das

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Open access Sep 2026

Towards Interpretable Risk: Multidimensional Context for ICU Mortality Predictions

A multidimensional prediction-context framework that complements a calibrated mortality estimate with model behavior, data availability, recent physiology, and model attribution is developed, extending interpretation beyond risk scores and feature rankings alone.

S. Gupta, A. Das, M. S. Anto et al. · medRxiv · 0 citations