Towards Domain Specification of Embedding Models in Medicine

By Mohammad Khodadad, Ali Shiraee, Mahdi Astaraki, H. Mahyar. 2025

Subfields: Representation & Self-Supervised Learning, Medical & Health AI

Citations in the corpus

• Effects of Model Choice, Corpus Context, and Post Hoc Correction on Layer-Level Embedding Degradation in Clinical Document Retrieval: Experimental Study (2026, unknown): “…retrieval, Soffer et al [18] on 39 embedding models across 7 medical semantic similarity tasks reframed as retrieval problems, Khodadad et al [35] on a 51-task medical embedding benchmark spanning classification, clustering, and retrieval, and the companion benchmark study [3] across 3…”