Integrating Expert Knowledge with Vision-Language Model for Medical Image Retrieval. - Xiaoyang Wei 004; Zografoula Vagena; Camille Kurtz; Florence Cloppet (ISBI, 2024)

Relaxing Binary Constraints in Contrastive Vision-Language Medical Representation Learning. - Xiaoyang Wei 004; Camille Kurtz; Florence Cloppet (WACV, 2025)

Enhancing vision-language contrastive representation learning using domain knowledge. - Xiaoyang Wei 004; Camille Kurtz; Florence Cloppet (Comput. Vis. Image Underst., 2025)

Semantic aware representation learning for optimizing image retrieval systems in radiology. - Zografoula Vagena; Xiaoyang Wei 004; Camille Kurtz; Florence Cloppet (Pattern Recognit., 2025)

A Semantically-Aware Relevance Measure for Content-Based Medical Image Retrieval Evaluation. - Xiaoyang Wei 004; Camille Kurtz; Florence Cloppet (CoRR, 2025)