Classification of Cancer Types Using Graph Convolutional Neural Networks

Classification of Cancer Types Using Graph Convolutional Neural Networks

Background: Cancer has been a leading cause of death in the United States with significant health care costs. Accurate prediction of cancers at an early stage and understanding the genomic mechanisms that drive cancer development are vital to the improvement of treatment outcomes and survival rates,...

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Bibliographic Details
Main Authors: Ricardo Ramirez, Yu-Chiao Chiu, Allen Hererra, Milad Mostavi, Joshua Ramirez, Yidong Chen, Yufei Huang, Yu-Fang Jin
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-06-01
Series:Frontiers in Physics
Subjects:
graph convolutional neural networks
cancer classification
model
TCGA
deep learning
Online Access:https://www.frontiersin.org/article/10.3389/fphy.2020.00203/full

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https://www.frontiersin.org/article/10.3389/fphy.2020.00203/full

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