Reporting of demographic data and representativeness in machine learning models using electronic health records

OBJECTIVE: The development of machine learning (ML) algorithms to address a variety of issues faced in clinical practice has increased rapidly. However, questions have arisen regarding biases in their development that can affect their applicability in specific populations. We sought to evaluate whet...

Descrición completa

Gardado en:
Detalles Bibliográficos
Publicado en:J Am Med Inform Assoc
Main Authors: Bozkurt, Selen, Cahan, Eli M, Seneviratne, Martin G, Sun, Ran, Lossio-Ventura, Juan A, Ioannidis, John P A, Hernandez-Boussard, Tina
Formato: Artigo
Idioma:Inglês
Publicado: Oxford University Press 2020
Assuntos:
Research and Applications
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC7727384/
https://ncbi.nlm.nih.gov/pubmed/32935131
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocaa164
Tags: Engadir etiqueta
Sen Etiquetas, Sexa o primeiro en etiquetar este rexistro!

Títulos similares