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We proposed a new method based on boosting algorithm that leverages clinical information and prior knowledge about pathways of genes to predict disease risk and other related outcomes.
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This page is a summary of: A general kernel boosting framework integrating pathways for predictive modeling based on genomic data, August 2022, ACM (Association for Computing Machinery),
DOI: 10.1145/3535508.3545526.
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