Application of natural language processing to identify social needs from patient medical notes: development and assessment of a scalable, performant, and rule-based model in an integrated healthcare delivery system

OBJECTIVES: To develop and test a scalable, performant, and rule-based model for identifying 3 major domains of social needs (residential instability, food insecurity, and transportation issues) from the unstructured data in electronic health records (EHRs). MATERIALS AND METHODS: We included patien...

Descripción completa

Detalles Bibliográficos
Autores principales: Gray, Geoffrey M, Zirikly, Ayah, Ahumada, Luis M, Rouhizadeh, Masoud, Richards, Thomas, Kitchen, Christopher, Foroughmand, Iman, Hatef, Elham
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Research and Applications
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10550267/
https://www.ncbi.nlm.nih.gov/pubmed/37799347
http://dx.doi.org/10.1093/jamiaopen/ooad085

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10550267/
https://www.ncbi.nlm.nih.gov/pubmed/37799347
http://dx.doi.org/10.1093/jamiaopen/ooad085

Ejemplares similares