From Volumes to Slices: Computationally Efficient Contrastive Learning for Sequential Abdominal CT Analysis

Po-Kai Chiu, Hung-Hsuan Chen

The requirement for expert annotations limits the effectiveness of deep learning for medical image analysis. Although 3D self-supervised methods like volume contrast learning (VoCo…