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

• المؤلفون الرئيسيون: Luo, Yuemei, Xu, Qing, Hou, Yubo, Liu, Linbo, Wu, Min
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2023
• الموضوعات: Engineering::Bioengineering; Deep Domain Adaptation; Deep Learning
• الوصول للمادة أونلاين: 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...