Classifying the lifestyle status for Alzheimer’s disease from clinical notes using deep learning with weak supervision

BACKGROUND: Since no effective therapies exist for Alzheimer’s disease (AD), prevention has become more critical through lifestyle status changes and interventions. Analyzing electronic health records (EHRs) of patients with AD can help us better understand lifestyle’s effect on AD. However, lifesty...

Descripción completa

Detalles Bibliográficos
Autores principales: Shen, Zitao, Schutte, Dalton, Yi, Yoonkwon, Bompelli, Anusha, Yu, Fang, Wang, Yanshan, Zhang, Rui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9261217/
https://www.ncbi.nlm.nih.gov/pubmed/35799294
http://dx.doi.org/10.1186/s12911-022-01819-4

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9261217/
https://www.ncbi.nlm.nih.gov/pubmed/35799294
http://dx.doi.org/10.1186/s12911-022-01819-4

Ejemplares similares