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M. Monowar

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Open access Oct 2026

A comprehensive study on multi-dimensional predictive safety analysis of machine learning models in diabetes detection

This study presents a comprehensive multi-dimensional predictive safety analysis demonstrating that models with comparable discrimination performance can exhibit substantially different reliability and risk characteristics, and demonstrates that discrimination metrics alone are insufficient to characterize reliable cli...

Nasirul Mumenin, Md Appel Mahmud Pranto, M. Yousuf et al. · 0 citations

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