16 citations · 28 across the 14 of their papers we have counts for
4 papers · 1 filter
Beyond Demographic Balance: Multi-Metric and Intersectional Evaluation of Fairness in MIMIC-IV Mortality Prediction
Abdullah Al Noman, Fahmid Al Rifat, Tahrima Hashem +3
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 eval…
A Free Knob: Decoupling Calibration and Predictive Skill in Threshold-Based Evaluation
Md Tanveer Hossain Munim, Bijoy Ahmed Saiem, Al-Amin Sany +1
Many dense-prediction benchmarks evaluate rare events by pooling prediction and target over spatial blocks, thresholding each, and scoring the contingency table. At a fixed rare op…
Mobile Imaging Solutions for Medical Diagnosis: Trends and Applications
Syed Muhammad Ibne Zulfiker, Fariha Tabassum Islam, Md Sultanul Arifin +7
Advances in processing power, camera technologies, and mobile image analysis have made smartphones and other mobile devices, such as laptops, increasingly suitable for medical diag…
ECG-LENS: Lead-Aware Clinical Context Enriched ECG Report Generation and Evaluation
Akanta Das, Tasinul Islam Ahon, Ahmed Mahir Sultan Rumi +3
Electrocardiography (ECG) is one of the most widely used non-invasive tools for diagnosing cardiovascular disease, but transforming multi-lead ECG recordings into reliable clinical…