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Risk stratification and pathway analysis based on graph neural network and interpretable algorithm
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 topolog...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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BioMed Central
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9516820/ https://www.ncbi.nlm.nih.gov/pubmed/36167504 http://dx.doi.org/10.1186/s12859-022-04950-1 |