Identifying suicide documentation in clinical notes through zero‐shot learning

Abstract Background and Aims In deep learning, a major difficulty in identifying suicidality and its risk factors in clinical notes is the lack of training samples given the small number of true positive instances among the number of patients screened. This paper describes a novel methodology that i...

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Bibliographic Details
Main Authors: Terri Elizabeth Workman, Joseph L. Goulet, Cynthia A. Brandt, Allison R. Warren, Jacob Eleazer, Melissa Skanderson, Luke Lindemann, John R. Blosnich, John O'Leary, Qing Zeng‐Treitler
Format: Article
Language:English
Published: Wiley 2023-09-01
Series:Health Science Reports
Subjects:
Online Access:https://doi.org/10.1002/hsr2.1526