MiCML: a causal machine learning cloud platform for the analysis of treatment effects using microbiome profiles

MiCML: a causal machine learning cloud platform for the analysis of treatment effects using microbiome profiles

Abstract Background The treatment effects are heterogenous across patients due to the differences in their microbiomes, which in turn implies that we can enhance the treatment effect by manipulating the patient’s microbiome profile. Then, the coadministration of microbiome-based dietary supplements/...

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Bibliographic Details
Main Authors: Hyunwook Koh, Jihun Kim, Hyojung Jang
Format: Article
Language:English
Published: BMC 2025-01-01
Series:BioData Mining
Subjects:
Human microbiome
Causal machine learning
Microbiome-based therapeutics
Microbiome-based drug development
Microbiome-based diagnostics
Microbiome-based personalized medicine
Online Access:https://doi.org/10.1186/s13040-025-00422-3
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https://doi.org/10.1186/s13040-025-00422-3

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