3 papers
cs.CV2026
Robust Multi-Source Covid-19 Detection in CT Images
Asmita Yuki Pritha, Jason Xu, Daniel Ding +4
Deep learning models for COVID-19 detection from chest CT scans generally perform well when the training and test data originate from the same institution, but they often struggle…
cs.CV2025
Improving Generalization of Medical Image Registration Foundation Model
Jing Hu, Kaiwei Yu, Hongjiang Xian +2
Deformable registration is a fundamental task in medical image processing, aiming to achieve precise alignment by establishing nonlinear correspondences between images. Traditional…
cs.CV2025
Robust Fairness Vision-Language Learning for Medical Image Analysis
Sparsh Bansal, Mingyang Wu, Xin Wang +1
The advent of Vision-Language Models (VLMs) in medical image analysis has the potential to help process multimodal inputs and increase performance over traditional inference method…