MI_DenseNetCAM: A Novel Pan-Cancer Classification and Prediction Method Based on Mutual Information and Deep Learning Model

MI_DenseNetCAM: A Novel Pan-Cancer Classification and Prediction Method Based on Mutual Information and Deep Learning Model

The Pan-Cancer Atlas consists of original sequencing data from various sources, provides the opportunity to perform systematic studies on the commonalities and differences between diverse cancers. The analysis for the pan-cancer dataset could help researchers to identify the key factors that could t...

Full description

Bibliographic Details
Main Authors: Jianlin Wang, Xuebing Dai, Huimin Luo, Chaokun Yan, Ge Zhang, Junwei Luo
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-06-01
Series:Frontiers in Genetics
Subjects:
pan-cancer
cancer classification
DenseNet
guided grad-CAM algorithm
RNA-seq data
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2021.670232/full

Internet

https://www.frontiersin.org/articles/10.3389/fgene.2021.670232/full

Similar Items