Deep Learning-Based Natural Language Processing for Screening Psychiatric Patients

Deep Learning-Based Natural Language Processing for Screening Psychiatric Patients

The introduction of pre-trained language models in natural language processing (NLP) based on deep learning and the availability of electronic health records (EHRs) presents a great opportunity to transfer the “knowledge” learned from data in the general domain to enable the analysis of unstructured...

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Bibliographic Details
Main Authors: Hong-Jie Dai, Chu-Hsien Su, You-Qian Lee, You-Chen Zhang, Chen-Kai Wang, Chian-Jue Kuo, Chi-Shin Wu
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-01-01
Series:Frontiers in Psychiatry
Subjects:
deep learning
natural language processing
text classification
patient screening
psychiatric diagnoses
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyt.2020.533949/full

Internet

https://www.frontiersin.org/articles/10.3389/fpsyt.2020.533949/full

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