3 papers
cs.CV2026
Pixel Wised Lesion Prediction on COVID-19 CT Imagery: A Comparative Analysis of Automated Image Segmentation Architectures
Sarmad Khan, Arslan Shaukat, Umer Asgher +1
In recent years, there has been a notable increase in the level of attention that is given to algorithms based on deep learning in the context of medical image segmentation. Nevert…
cs.CV2026
A Comprehensive Comparison of Deep Learning Architectures for COVID-19 Classification on CT & X-ray Imagery
Sarmad Khan, Arslan Shaukat, Umer Asgher +1
COVID-19 was a significant challenge that led to the loss of numerous lives daily. Not only a certain country was involved in this outbreak, but even the world has suffered because…
cs.LG2025
Machine Learning based Analysis for Radiomics Features Robustness in Real-World Deployment Scenarios
Sarmad Ahmad Khan, Simon Bernatz, Zahra Moslehi +1
Radiomics-based machine learning models show promise for clinical decision support but are vulnerable to distribution shifts caused by variations in imaging protocols, positioning,…