Using Weak Supervision and Deep Learning to Classify Clinical Notes for Identification of Current Suicidal Ideation

Mental health concerns, such as suicidal thoughts, are frequently documented by providers in clinical notes, as opposed to structured coded data. In this study, we evaluated weakly supervised methods for detecting “current” suicidal ideation from unstructured clinical notes in electronic health reco...

Full description

Saved in:
Bibliographic Details
Published in:J Psychiatr Res
Main Authors: Cusick, Marika, Adekkanattu, Prakash, Campion, Thomas R., Sholle, Evan T., Myers, Annie, Banerjee, Samprit, Alexopoulos, George, Wang, Yanshan, Pathak, Jyotishman
Format: Artigo
Language:Inglês
Published: 2021
Subjects:
Article
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC8009838/
https://ncbi.nlm.nih.gov/pubmed/33581461
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jpsychires.2021.01.052
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items