ConceptVAE: Self-Supervised Fine-Grained Concept Disentanglement from 2D Echocardiographies

Costin F. Ciusdel, Alex Serban, Tiziano Passerini

While traditional self-supervised learning methods improve performance and robustness across various medical tasks, they rely on single-vector embeddings that may not capture fine-…