Mohammad Shamsul Arefin

A Compression-First Knowledge-Distilled Neural Network for ICU Stroke Mortality Prediction

Accurate and timely prediction of in-Intensive-Care-Unit (ICU) mortality in stroke patients is essential for triage and resource allocation, yet the most accurate models reported on the Medical Information Mart for Intensive Care IV (MIMIC-IV) database are large ensembles or gradient-boosted trees whose memory footprin...