A Survey on Domain Generalization for Medical Image Analysis
Z Niu, S Ouyang, S Xie, Y Chen, L Lin - arXiv preprint arXiv:2402.05035, 2024 - arxiv.org
Medical Image Analysis (MedIA) has emerged as a crucial tool in computer-aided diagnosis
systems, particularly with the advancement of deep learning (DL) in recent years. However …
systems, particularly with the advancement of deep learning (DL) in recent years. However …
Universal Frequency Domain Perturbation for Single-Source Domain Generalization
C Liu, Y Cao, X Su, H Zhu - Proceedings of the 32nd ACM International …, 2024 - dl.acm.org
In this work, we introduce a novel approach to single-source domain generalization (SDG) in
medical imaging, focusing on overcoming the challenge of style variation in out-of …
medical imaging, focusing on overcoming the challenge of style variation in out-of …