AI-powered classification and network analysis for knowledge mapping in medicine: a century of neurosyphilis research

Abstract Background Tracking the evolution of scientific knowledge is challenging due to the scale and complexity of the biomedical literature. Neurosyphilis is a clinically complex and historically stigmatized condition that remains difficult to diagnose and manage. Its underexplored literature off...

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Autori principali:	Justine Falciola, Myriam Lamrayah, François R. Herrmann, Alexandre Wenger, Laurence Toutous Trellu
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	BMC 2025-12-01
Serie:	BMC Medical Research Methodology
Soggetti:	Neurosyphilis Syphilis Data network Large language model Knowledge mapping Scoping review
Accesso online:	https://doi.org/10.1186/s12874-025-02750-8
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