2 papers
cs.CV2025
XAI-Driven Diagnosis of Generalization Failure in State-Space Cerebrovascular Segmentation Models: A Case Study on Domain Shift Between RSNA and TopCoW Datasets
Youssef Abuzeid, Shimaa El-Bana, Ahmad Al-Kabbany
The clinical deployment of deep learning models in medical imaging is severely hindered by domain shift. This challenge, where a high-performing model fails catastrophically on ext…
cs.CV2018
Real-time Action Recognition with Dissimilarity-based Training of Specialized Module Networks
Marian K. Y. Boktor, Ahmad Al-Kabbany, Radwa Khalil +1
This paper addresses the problem of real-time action recognition in trimmed videos, for which deep neural networks have defined the state-of-the-art performance in the recent liter…