Multiple Consistency Supervision based Semi-supervised OCT Segmentation using Very Limited Annotations
Ye Lu,Yutian Shen,Xiaohan Xing,Max Q.-H. Meng,Ye Lu,Yutian Shen,Xiaohan Xing,Max Q.-H. Meng
Optical Coherence Tomography (OCT) is a rapidly growing and promising imaging technique, enabling non-invasive high-resolution visualization of biological tissues. Segmentation of tissue structures from OCT scans is essen-tial for disease diagnosis but remains challenging for the blurry boundaries and large volumes. Deep learning-based OCT segmentation algorithms always require large numbers of an...