DEGnext: classification of differentially expressed genes from RNA-seq data using a convolutional neural network with transfer learning

BMC Bioinformatics

Dhruba K. Bhattacharyya¹  Jugal K. Kalita²  Trina M. Norden-Krichmar³  Tulika Kakati⁴ 

[1] Department of Computer Science, Tezpur University, Assam, India;Department of Computer Science, University of Colorado, Colorado Springs, Colorado Springs, CO, USA;Department of Epidemiology and Biostatistics, University of California, Irvine, Irvine, CA, USA;Department of Epidemiology and Biostatistics, University of California, Irvine, Irvine, CA, USA;Department of Computer Science, Tezpur University, Assam, India;

关键词: Differentially expressed genes;    Convolutional neural network;    Classification;    Transfer learning;    Disease biomarkers;   

DOI  :  10.1186/s12859-021-04527-4

来源: Springer

【 授权许可】

CC BY