Stacking and Chaining of Normalization Methods in Deep Learning-Based Classification of Colorectal Cancer Using Gut Microbiome Data

Stacking and Chaining of Normalization Methods in Deep Learning-Based Classification of Colorectal Cancer Using Gut Microbiome Data

Machine learning (ML)-based detection of diseases using sequence-based gut microbiome data has been of great interest within the artificial intelligence in medicine (AIM) community. The approach offers a non-invasive alternative for colorectal cancer detection, which is based on stool samples. Consi...

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Bibliographic Details
Main Authors: Mwenge Mulenga, Sameem Abdul Kareem, Aznul Qalid Md Sabri, Manjeevan Seera
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Deep neural network
colorectal cancer
microbiome
normalization
augmentation
stacking
Online Access:https://ieeexplore.ieee.org/document/9474430/

Internet

https://ieeexplore.ieee.org/document/9474430/

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