Tom Ron

Dual Decomposition of Convex Optimization Layers for Consistent Attention in Medical Images

A key concern in integrating machine learning models in medicine is the ability to interpret their reasoning. Popular explainability methods have demonstrated satisfactory results in natural image recognition, yet in medical image analysis, many of these approaches provide partial and noisy explanat…