Cross-domain retinopathy classification with optical coherence tomography images via a novel deep domain adaptation method

• Main Authors: Luo, Yuemei, Xu, Qing, Hou, Yubo, Liu, Linbo, Wu, Min
• 其他作者: School of Electrical and Electronic Engineering
• 格式: Article
• 語言: English
• 出版: 2023
• 主題: Engineering::Bioengineering; Deep Domain Adaptation; Deep Learning
• 在線閱讀: https://hdl.handle.net/10356/169485

Deep learning based retinopathy classification with optical coherence tomography (OCT) images has recently attracted great attention. However, existing deep learning methods fail to work well when training and testing datasets are different due to the general issue of domain shift between datasets c...