Loading...

Generalization of Machine Learning Approaches to Identify Notifiable Conditions from a Statewide Health Information Exchange

Healthcare analytics is impeded by a lack of machine learning (ML) model generalizability, the ability of a model to predict accurately on varied data sources not included in the model’s training dataset. We leveraged free-text laboratory data from a Health Information Exchange network to evaluate M...

Fuld beskrivelse

Na minha lista:
Bibliografiske detaljer
Udgivet i:AMIA Jt Summits Transl Sci Proc
Main Authors: Dexter, Gregory P., Grannis, Shaun J., Dixon, Brian E., Kasthurirathne, Suranga N.
Format: Artigo
Sprog:Inglês
Udgivet: American Medical Informatics Association 2020
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7233074/
https://ncbi.nlm.nih.gov/pubmed/32477634
Tags: Tilføj Tag
Ingen Tags, Vær først til at tagge denne postø!