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MultiGATAE: A Novel Cancer Subtype Identification Method Based on Multi-Omics and Attention Mechanism
2022
Frontiers in Genetics
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We first used similarity network fusion to integrate multi-omics data to construct a similarity graph. ...
In this work, we propose a deep learning method which is based on multi-omics and attention mechanism to effectively identify cancer subtypes. ...
HL and JL analyzed the data. GZ and ZP wrote the manuscript. CY and JW supervised the whole study process and revised the manuscript. ...
doi:10.3389/fgene.2022.855629
pmid:35391797
pmcid:PMC8979770
fatcat:v5cs2wle6zcxxox6aewnnni2ku
2020 Index IEEE/ACM Transactions on Computational Biology and Bioinformatics Vol. 17
2021
IEEE/ACM Transactions on Computational Biology & Bioinformatics
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A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2021; you can also visit the original URL.
The file type is application/pdf.
., +, TCBB March-April 2020 704-711 Pancreas Data-Driven Robust Control for a Closed-Loop Artificial Pancreas. 1981 -1993 ...
-Feb. 2020 189-197 MCNF: A Novel Method for Cancer Subtyping by Integrating Multi-Omics and Clinical Data. Zhao, L., +, TCBB Sept. ...
-Oct. 2020
1729-1740
A Khan, A., +, TCBB July-Aug. 2020 1290-1302
MCNF: A Novel Method for Cancer Subtyping by Integrating Multi-Omics
and Clinical Data. Zhao, L., +, TCBB Sept. ...
doi:10.1109/tcbb.2020.3047571
fatcat:x3kmrpexsve6bnjtd3dh6ntkyy