Optimizing clinico-genomic disease prediction across ancestries: a machine learning strategy with Pareto improvement
Abstract Background Accurate prediction of an individual’s predisposition to diseases is vital for preventive medicine and early intervention. Various statistical and machine learning models have been developed for disease prediction using clinico-genomic data. However, the accuracy of clinico-genom...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
BMC
2024-06-01
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| Series: | Genome Medicine |
| Subjects: | |
| Online Access: | https://doi.org/10.1186/s13073-024-01345-0 |