Supervised learning is an accurate method for network-based gene classification
Sign Up to like & getrecommendations! Published in 2020 at "Bioinformatics"
DOI: 10.1093/bioinformatics/btaa150
Abstract: Abstract Background Assigning every human gene to specific functions, diseases and traits is a grand challenge in modern genetics. Key to addressing this challenge are computational methods, such as supervised learning and label propagation, that… read more here.
Keywords: gene classification; network based; supervised learning; network ... See more keywords
Identification of discriminant features from stationary pattern of nucleotide bases and their application to essential gene classification
Sign Up to like & getrecommendations! Published in 2023 at "Frontiers in Genetics"
DOI: 10.3389/fgene.2023.1154120
Abstract: Introduction: Essential genes are essential for the survival of various species. These genes are a family linked to critical cellular activities for species survival. These genes are coded for proteins that regulate central metabolism, gene… read more here.
Keywords: gene; essential gene; essential genes; gene classification ... See more keywords