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Detection of Self-Harm in Electronic Mental Health Records Using Privacy-Preserving Local Language Models: Methodological Study

Abstract BackgroundSelf-harm is the strongest risk factor for suicide and an important outcome for mental health care. Although prevalent in clinical populations, it is often imprecisely captured in routinely collected clinical data, where it is often recorded and stored as un...

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Principais autores: Andrey Kormilitzin, Dan W Joyce, Apostolos Tsiachristas, Rohan Borschmann, Navneet Kapur, Galit Geulayov
Formato: Artigo
Idioma:Inglês
Publicado em: JMIR Publications 2026-06-01
Colecção:JMIR Mental Health
Acesso em linha:https://mental.jmir.org/2026/1/e87586
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