MiTree: A Unified Web Cloud Analytic Platform for User-Friendly and Interpretable Microbiome Data Mining Using Tree-Based Methods

MiTree: A Unified Web Cloud Analytic Platform for User-Friendly and Interpretable Microbiome Data Mining Using Tree-Based Methods

The advent of next-generation sequencing has greatly accelerated the field of human microbiome studies. Currently, investigators are seeking, struggling and competing to find new ways to diagnose, treat and prevent human diseases through the human microbiome. Machine learning is a promising approach...

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Bibliographic Details
Main Authors: Jihun Kim, Hyunwook Koh
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Microorganisms
Subjects:
microbiome data analysis
web cloud computing
human microbiome
machine learning
tree-based methods
classification and regression
Online Access:https://www.mdpi.com/2076-2607/11/11/2816

Internet

https://www.mdpi.com/2076-2607/11/11/2816

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