Generalisability through local validation: overcoming barriers due to data disparity in healthcare

Cho et al. report deep learning model accuracy for tilted myopic disc detection in a South Korean population. Here we explore the importance of generalisability of machine learning (ML) in healthcare, and we emphasise that recurrent underrepresentation of data-poor regions may inadvertently perpetua...

Fuld beskrivelse

Na minha lista:
Bibliografiske detaljer
Udgivet i:BMC Ophthalmol
Main Authors: Mitchell, William Greig, Dee, Edward Christopher, Celi, Leo Anthony
Format: Artigo
Sprog:Inglês
Udgivet: BioMed Central 2021
Fag:
Correspondence
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8138973/
https://ncbi.nlm.nih.gov/pubmed/34020592
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12886-021-01992-6
Tags: Tilføj Tag
Ingen Tags, Vær først til at tagge denne postø!

Lignende værker