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
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Bioengineering; Deep Domain Adaptation; Deep Learning
• Online Access: https://hdl.handle.net/10356/169485
• Institution: Nanyang Technological University

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...