Applying neural network algorithms to ascertain reported experiences of violence in routine mental healthcare records and distributions of reports by diagnosis

Applying neural network algorithms to ascertain reported experiences of violence in routine mental healthcare records and distributions of reports by diagnosis

IntroductionExperiences of violence are important risk factors for worse outcome in people with mental health conditions; however, they are not routinely collected be mental health services, so their ascertainment depends on extraction from text fields with natural language processing (NLP) algorith...

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Bibliographic Details
Main Authors: Ava J. C. Mason, Vishal Bhavsar, Riley Botelle, David Chandran, Lifang Li, Aurelie Mascio, Jyoti Sanyal, Giouliana Kadra-Scalzo, Angus Roberts, Marcus Williams, Robert Stewart
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-09-01
Series:Frontiers in Psychiatry
Subjects:
natural language processing
victimisation
mental health records
CRIS
violence
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyt.2024.1181739/full
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https://www.frontiersin.org/articles/10.3389/fpsyt.2024.1181739/full

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