Identifying suicide documentation in clinical notes through zero‐shot learning

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 identifie...

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Detalles Bibliográficos
Autores principales: Workman, Terri Elizabeth, Goulet, Joseph L., Brandt, Cynthia A., Warren, Allison R., Eleazer, Jacob, Skanderson, Melissa, Lindemann, Luke, Blosnich, John R., O'Leary, John, Zeng‐Treitler, Qing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2023
Materias:
Original Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10495736/
https://www.ncbi.nlm.nih.gov/pubmed/37706016
http://dx.doi.org/10.1002/hsr2.1526

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10495736/
https://www.ncbi.nlm.nih.gov/pubmed/37706016
http://dx.doi.org/10.1002/hsr2.1526

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