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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...
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| Publicat a: | BMC Ophthalmol |
|---|---|
| Autors principals: | , , |
| Format: | Artigo |
| Idioma: | Inglês |
| Publicat: |
BioMed Central
2021
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| Matèries: | |
| Accés en línia: | 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 |
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