MV-CVIB: a microbiome-based multi-view convolutional variational information bottleneck for predicting metastatic colorectal cancer

MV-CVIB: a microbiome-based multi-view convolutional variational information bottleneck for predicting metastatic colorectal cancer

IntroductionImbalances in gut microbes have been implied in many human diseases, including colorectal cancer (CRC), inflammatory bowel disease, type 2 diabetes, obesity, autism, and Alzheimer's disease. Compared with other human diseases, CRC is a gastrointestinal malignancy with high mortality...

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Bibliographic Details
Main Authors: Zhen Cui, Yan Wu, Qin-Hu Zhang, Si-Guo Wang, Ying He, De-Shuang Huang
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-08-01
Series:Frontiers in Microbiology
Subjects:
microbiome
multi-view
information bottleneck
metastatic colorectal cancer
risk assessment
Online Access:https://www.frontiersin.org/articles/10.3389/fmicb.2023.1238199/full

Internet

https://www.frontiersin.org/articles/10.3389/fmicb.2023.1238199/full

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