Autoencoder based self-supervised test-time adaptation for medical image analysis

Yufan He, Aaron Carass, Lianrui Zuo, Blake E. Dewey, Jerry L. Prince

Abstract: Highlights•A novel formulation for domain adaptation without retraining the model nor using source training data.•Quick test-time adaptation to a single test subject at inference stage.•Applicable to both medical image synthesis and segmentation.