2 papers
cs.CV2022
DomainATM: Domain Adaptation Toolbox for Medical Data Analysis
Hao Guan, Mingxia Liu
Domain adaptation (DA) is an important technique for modern machine learning-based medical data analysis, which aims at reducing distribution differences between different medical…
cs.CV2021
Domain Adaptation for Medical Image Analysis: A Survey
Hao Guan, Mingxia Liu
Machine learning techniques used in computer-aided medical image analysis usually suffer from the domain shift problem caused by different distributions between source/reference da…