Llwytho...

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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:J Psychiatr Res
Prif Awduron: Cusick, Marika, Adekkanattu, Prakash, Campion, Thomas R., Sholle, Evan T., Myers, Annie, Banerjee, Samprit, Alexopoulos, George, Wang, Yanshan, Pathak, Jyotishman
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2021
Pynciau:
Mynediad Ar-lein: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
Tagiau: Ychwanegu Tag
Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!