Risk stratification and pathway analysis based on graph neural network and interpretable algorithm
Abstract Background Pathway-based analysis of transcriptomic data has shown greater stability and better performance than traditional gene-based analysis. Until now, some pathway-based deep learning models have been developed for bioinformatic analysis, but these models have not fully considered the...
Main Authors: | , , , |
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Format: | Article |
Language: | English |
Published: |
BMC
2022-09-01
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Series: | BMC Bioinformatics |
Subjects: | |
Online Access: | https://doi.org/10.1186/s12859-022-04950-1 |