Boon Peng Yap

Single-Source Domain Generalization in Fundus Image Segmentation Via Moderating and Interpolating Input Space Augmentation

Domain shift is a common problem in medical image analysis, where models trained on one dataset may perform poorly on another dataset with different imaging protocol. To address this, various methods based on single-source domain generalization (SSDG) have been proposed to learn a model that can gen…