Translating polygenic risk scores for clinical use by estimating the confidence bounds of risk prediction
The application of polygenic risk scores to individual-level disease susceptibility is challenging, as risk is evaluated at a group-level. Here, the authors describe a machine learning method, Mondrian Cross-Conformal Prediction, that reports disease status conditional probability value at the indiv...
Main Authors: | , , , , , , , , , , , , , |
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Format: | Article |
Language: | English |
Published: |
Nature Publishing Group
2021-09-01
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Series: | Nature Communications |
Online Access: | https://doi.org/10.1038/s41467-021-25014-7 |