Machine Learning from Omics Data.
Sign Up to like & getrecommendations! Published in 2022 at "Methods in molecular biology"
DOI: 10.1007/978-1-0716-1787-8_18
Abstract: Machine learning (ML) already accelerates discoveries in many scientific fields and is the driver behind several new products. Recently, growing sample sizes enabled the use of ML approaches in larger omics studies. This work provides… read more here.
Keywords: machine; machine learning; omics data; model ... See more keywords
Deep learning in omics: a survey and guideline
Sign Up to like & getrecommendations! Published in 2019 at "Briefings in Functional Genomics"
DOI: 10.1093/bfgp/ely030
Abstract: Abstract Omics, such as genomics, transcriptome and proteomics, has been affected by the era of big data. A huge amount of high dimensional and complex structured data has made it no longer applicable for conventional… read more here.
Keywords: learning; deep learning; omics survey; survey guideline ... See more keywords