Natural language processing to identify suicidal ideation and anhedonia in major depressive disorder

Natural language processing to identify suicidal ideation and anhedonia in major depressive disorder

Abstract Background Anhedonia and suicidal ideation are symptoms of major depressive disorder (MDD) that are not regularly captured in structured scales but may be captured in unstructured clinical notes. Natural language processing (NLP) techniques may be used to extract longitudinal data on suicid...

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Bibliographic Details
Main Authors: L. Alexander Vance, Leslie Way, Deepali Kulkarni, Emily O. C. Palmer, Abhijit Ghosh, Melissa Unruh, Kelly M. Y. Chan, Amey Girdhari, Joydeep Sarkar
Format: Article
Language:English
Published: BMC 2025-01-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Natural language processing
Electronic health records
Suicidal ideation
Anhedonia
Major depressive disorder
Online Access:https://doi.org/10.1186/s12911-025-02851-w
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