Efficient Chest X-ray Representation Learning via Semantic-Partitioned Contrastive Learning

Wangyu Feng, Shawn Young, Lijian Xu

Self-supervised learning (SSL) has emerged as a powerful paradigm for Chest X-ray (CXR) analysis under limited annotations. Yet, existing SSL strategies remain suboptimal for medic…