Natural language processing and machine learning of electronic health records for prediction of first-time suicide attempts

OBJECTIVE: Limited research exists in predicting first-time suicide attempts that account for two-thirds of suicide decedents. We aimed to predict first-time suicide attempts using a large data-driven approach that applies natural language processing (NLP) and machine learning (ML) to unstructured (...

ver descrição completa

Na minha lista:
Detalhes bibliográficos
Publicado no:JAMIA Open
Main Authors: Tsui, Fuchiang R, Shi, Lingyun, Ruiz, Victor, Ryan, Neal D, Biernesser, Candice, Iyengar, Satish, Walsh, Colin G, Brent, David A
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2021
Assuntos:
Research and Applications
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7966858/
https://ncbi.nlm.nih.gov/pubmed/33758800
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamiaopen/ooab011
Tags: Adicionar Tag
Sem tags, seja o primeiro a adicionar uma tag!

Registos relacionados