Highly accurate diagnosis of pancreatic cancer by integrative modeling using gut microbiome and exposome data

Highly accurate diagnosis of pancreatic cancer by integrative modeling using gut microbiome and exposome data

Summary: The noninvasive detection of pancreatic ductal adenocarcinoma (PDAC) remains an immense challenge. In this study, we proposed a robust, accurate, and noninvasive classifier, namely Multi-Omics Co-training Graph Convolutional Networks (MOCO-GCN). It achieved high accuracy (0.9 ± 0.06), F1 sc...

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Bibliographic Details
Main Authors: Yuli Zhang, Haohong Zhang, Bingqiang Liu, Kang Ning
Format: Article
Language:English
Published: Elsevier 2024-03-01
Series:iScience
Subjects:
Environment
Microbiome
Cancer
Machine learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2589004224005157

Internet

http://www.sciencedirect.com/science/article/pii/S2589004224005157

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