Prediction of Essential Genes in Comparison States Using Machine Learning

Jiang Xie,Chang Zhao,Jiamin Sun,Jiaxin Li,Fuzhang Yang,Jiao Wang,Qing Nie

IEEE/ACM Transactions on Computational Biology and Bioinformatics（2021）

引用 5|浏览11

暂无评分

摘要

Identifying essential genes in comparison states (EGS) is vital to understanding cell differentiation, performing drug discovery, and identifying disease causes. Here, we present a machine learning method termed Prediction of Essential Genes in Comparison States (PreEGS). To capture the alteration of the network in comparison states, PreEGS extracts topological and gene expression features of each...

查看译文

关键词

Gene expression,Machine learning,Diseases,Proteins,Feature extraction,Drugs,Organisms

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要