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Author

Habibur Rahaman

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2 papers indexed here

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Conference Aug 2026

Federated Multimodal Knowledge Distillation for Heart Failure Risk Prediction Using Clinical Data

Heart failure risk is a major global health challenge and early prediction is essential for improving patient outcomes. However, existing clinical prediction methods either rely on centralized data sharing, raising patient privacy concerns or use unimodal models that overlook complementary imaging information. In this...

Habibur Rahaman, Aseef Iqbal, Jaimatul Inan · 0 citations
Conference Aug 2026

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...

Habibur Rahaman, Mohammad Shamsul Arefin · 0 citations

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