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Article

Multi-Level Attention Graph Neural Network for Clinically Interpretable Pathway-Level Biomarkers Discovery

2020-12-04

Abstract excerpt

Precision medicine, regarded as the future of healthcare, is gaining increasing attention these years. As an essential part of precision medicine, clinical omics have been successfully applied in disease diagnosis and prognosis using machine learning techniques. However, existing methods mainly make predictions based on gene-level individual features or their random combinations, none of the previous work has cons...

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Literature Corpus work
14ef2c93-ae63-55b0-a864-1dfe1d973191
DOI
10.1101/2020.12.03.409755
Open publication

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Multi-Level Attention Graph Neural Network for Clinically Interpretable Pathway-Level Biomarkers DiscoveryDOI 10.1101/2020.12.03.409755
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