Deep learning for identifying personal and family history of suicidal thoughts and behaviors from EHRs

Abstract Personal and family history of suicidal thoughts and behaviors (PSH and FSH, respectively) are significant risk factors associated with suicides. Research is limited in automatic identification of such data from clinical notes in Electronic Health Records. This study developed deep learning...

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Bibliographic Details
Published in:npj Digital Medicine
Main Authors: Prakash Adekkanattu, Al’ona Furmanchuk, Yonghui Wu, Aman Pathak, Braja Gopal Patra, Sarah Bost, Destinee Morrow, Grace Hsin-Min Wang, Yuyang Yang, Noah James Forrest, Yuan Luo, Theresa L. Walunas, Weihsuan Lo-Ciganic, Walid Gelad, Jiang Bian, Yuhua Bao, Mark Weiner, David Oslin, Jyotishman Pathak
Format: Article
Language:English
Published: Nature Portfolio 2024-09-01
Online Access:https://doi.org/10.1038/s41746-024-01266-7

Internet

https://doi.org/10.1038/s41746-024-01266-7

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