2 papers
cs.CV2026
A Utility-preserving De-identification Pipeline for Cross-hospital Radiology Data Sharing
Chenhao Liu, Zelin Wen, Yan Tong +7
Large-scale radiology data are critical for developing robust medical AI systems. However, sharing such data across hospitals remains heavily constrained by privacy concerns. Exist…
cs.CV2025
Unsupervised Search for Ethnic Minorities' Medical Segmentation Training Set
Yixiao Chen, Yue Yao, Ruining Yang +3
This article investigates the critical issue of dataset bias in medical imaging, with a particular emphasis on racial disparities caused by uneven population distribution in datase…