2 papers
cs.CV2025
Generalizable and Explainable Deep Learning for Medical Image Computing: An Overview
Ahmad Chaddad, Yan Hu, Yihang Wu +2
Objective. This paper presents an overview of generalizable and explainable artificial intelligence (XAI) in deep learning (DL) for medical imaging, aimed at addressing the urgent…
eess.IV2025
SHAP-Integrated Convolutional Diagnostic Networks for Feature-Selective Medical Analysis
Yan Hu, Ahmad Chaddad
This study introduces the SHAP-integrated convolutional diagnostic network (SICDN), an interpretable feature selection method designed for limited datasets, to address the challeng…