Article

Longitudinal prediction of DNA methylation to forecast epigenetic outcomes

2024-07-03

Abstract excerpt

<title>Abstract</title> <p>Background Interrogating the biological changes at early stages of life requires longitudinal profiling of molecules, but biosamples may not always be available. Results We introduce a probabilistic and longitudinal machine learning framework based on <italic>multi-mean Gaussian processes</italic>, accounting for individual and gene correlations across time. We show that this method c...

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Literature Corpus work: c98ae609-f71f-5f4c-8899-956997660e7b
DOI: 10.21203/rs.3.rs-4546826/v1

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