Uddalak Mitra

Beyond Accuracy: Reliability-Aware Machine Learning for Handwriting-Based Alzheimer’s Disease Detection

Reliable clinical decision support systems require not only high predictive accuracy but also trustworthy probability estimates and robust uncertainty quantification. However, most medical artificial intelligence (AI) studies primarily emphasize discrimination performance while o...