Haitham Ghadhban

Robust Patient-Level Evaluation of Post-Training Quantization for Edge-Deployable MPox Skin Lesion Classification

Variability analyses revealed that performance fluctuations were driven primarily by patient partitioning rather than reduced numerical precision, demonstrating that INT8 quantization preserves clinically relevant performance while substantially reducing computational and storage requirements for deployment in resource...