Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration

Ziqi Zhou, Lei Qi, Yinghuan Shi

For medical image analysis, segmentation models trained on one or several domains lack generalization ability to unseen domains due to discrepancies between different data acquisit…