Investigation of metabolic pathways from gut microbiome analyses regarding type 2 diabetes mellitus using artificial neural networks

Investigation of metabolic pathways from gut microbiome analyses regarding type 2 diabetes mellitus using artificial neural networks

Abstract Background Type 2 diabetes mellitus is a prevalent disease that contributes to the development of various health issues, including kidney failure and strokes. As a result, it poses a significant challenge to the worldwide healthcare system. Research into the gut microbiome has enabled the i...

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Bibliographic Details
Main Authors: Julienne Siptroth, Olga Moskalenko, Carsten Krumbiegel, Jörg Ackermann, Ina Koch, Heike Pospisil
Format: Article
Language:English
Published: Springer 2023-05-01
Series:Discover Artificial Intelligence
Subjects:
Type 2 diabetes mellitus
Gut
NGS
Artificial neural network
Machine learning
Explainable artificial intelligence (XAI)
Online Access:https://doi.org/10.1007/s44163-023-00064-6

Internet

https://doi.org/10.1007/s44163-023-00064-6

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