Author

Tanzima Hashem

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#machine learning Preprint Oct 2026

Beyond Demographic Balance: Multi-Metric and Intersectional Evaluation of Fairness in MIMIC-IV Mortality Prediction

Fairness conclusions in clinical prediction can depend strongly on both the metrics reported and the demographic resolution at which performance is evaluated. We revisit these evaluation choices for ICU mortality prediction on MIMIC-IV, comparing predictive-utility and subgroup-error metrics across several fairness int...

A. Al Noman, Fahmid Al Rifat, Tahrima Hashem et al. · 0 citations

#machine learning Preprint Sep 2026

A Free Knob: Decoupling Calibration and Predictive Skill in Threshold-Based Evaluation

A post-hoc transform fitted on held-out data and applied separately to each system is repurpose classical monotone calibration as a symmetric audit: a post-hoc transform fitted on held-out data and applied separately to each system.

Md Tanveer Hossain Munim, Bijoy Ahmed Saiem, Al-Amin Sany et al. · 0 citations

#artificial intelligence Review Sep 2026

Mobile Imaging Solutions for Medical Diagnosis: Trends and Applications

Advances in processing power, camera technologies, and mobile image analysis have made smartphones and other mobile devices, such as laptops, increasingly suitable for medical diagnosis and healthcare applications. Researchers have developed low-cost solutions for the early detection and monitoring of various health co...

Syed Muhammad Ibne Zulfiker, F. Islam, Marina Arifin et al. · 0 citations