Generalisability through local validation: overcoming barriers due to data disparity in healthcare
Abstract 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...
| Main Authors: | , , |
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| Other Authors: | |
| Format: | Article |
| Language: | English |
| Published: |
BioMed Central,
2021-12-02T15:04:32Z.
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| Subjects: | |
| Online Access: | Get fulltext |