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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...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
BioMed Central
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8138973/ https://www.ncbi.nlm.nih.gov/pubmed/34020592 http://dx.doi.org/10.1186/s12886-021-01992-6 |