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Enhancing post-traumatic stress disorder patient assessment: leveraging natural language processing for research of domain criteria identification using electronic medical records

Abstract Background Extracting research of domain criteria (RDoC) from high-risk populations like those with post-traumatic stress disorder (PTSD) is crucial for positive mental health improvements and policy enhancements. The intricacies of collecting, integrating, and effectively leveraging clinic...

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Main Authors: Oshin Miranda, Sophie Marie Kiehl, Xiguang Qi, M. Daniel Brannock, Thomas Kosten, Neal David Ryan, Levent Kirisci, Yanshan Wang, LiRong Wang
Format: Artigo
Language:Inglês
Published: BMC 2024-06-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Post-traumatic stress disorder
Research of domain criteria
Real-world evidence
Clinical notes
Natural language processing
Online Access:https://doi.org/10.1186/s12911-024-02554-8
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