Recovery in personality disorders: the development and preliminary testing of a novel natural language processing model to identify recovery in mental health electronic records

Recovery in personality disorders: the development and preliminary testing of a novel natural language processing model to identify recovery in mental health electronic records

IntroductionThe concept of recovery is of great importance in mental health as it emphasizes improvements in quality of life and functioning alongside the traditional focus on symptomatic remission. Yet, investigating non-symptomatic recovery in the field of personality disorders has been particular...

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Bibliographic Details
Main Authors: Giouliana Kadra-Scalzo, Jaya Chaturvedi, Oliver Dale, Richard D. Hayes, Lifang Li, Shaza Mahmood, Jonathan Monk-Cunliffe, Angus Roberts, Paul Moran
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-04-01
Series:Frontiers in Digital Health
Subjects:
personality disorder
recovery
electronic health records
work
mental health
natural language processing
Online Access:https://www.frontiersin.org/articles/10.3389/fdgth.2025.1544781/full
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https://www.frontiersin.org/articles/10.3389/fdgth.2025.1544781/full

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