Personalized rTMS treatment recommendation with retrieval-augmented LLM reasoning

Abstract Repetitive transcranial magnetic stimulation (rTMS) is an effective, non-invasive neuromodulation therapy for major depressive disorder (MDD) and treatment-resistant depression (TRD). However, current clinical practice typically relies on standardized protocols that may not adequately accou...

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Autors principals:	Lingling Xu, Haoran Xie, Xiaohui Tao, S. Joe Qin, Fu Lee Wang, Raj Gururajan, Soman Elangovan, Yanmei Shen
Format:	Artigo
Idioma:	Inglês
Publicat:	SpringerOpen 2025-11-01
Col·lecció:	Brain Informatics
Matèries:	Semantic retrieval Sentence embedding LLM reasoning Personalized rTMS recommendation
Accés en línia:	https://doi.org/10.1186/s40708-025-00275-w
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