2026. Semantic- Aware Topic Modeling in Medical Texts Using A DTM-RNNLSTM Framework with UMLS Integration. Genetics and Molecular Research. 25, 1 (Jan. 2026), 1–18. DOI:https://doi.org/10.4238/34mvjd27.