Lawrence Middleton

Featured in: Favicon

Articles

Disease prediction with multi-omics and biomarkers empowers case–control genetic discoveries in the UK Biobank - Nature Genetics

Sep 11, 2024 | nature.com | Manik Garg |Lawrence Middleton |Eleanor Wheeler |Katherine Smith |Euan A. Ashley |Andrew Harper | +2 more

AbstractThe emergence of biobank-level datasets offers new opportunities to discover novel biomarkers and develop predictive algorithms for human disease. Here, we present an ensemble machine-learning framework (machine learning with phenotype associations, MILTON) utilizing a range of biomarkers to predict 3,213 diseases in the UK Biobank.

Try JournoFinder For Free

Search and contact over 1M+ journalist profiles, browse 100M+ articles, and unlock powerful PR tools.