Multiple-Disease Detection and Classification across Cohorts via Microbiome Search
ABSTRACT Microbiome-based disease classification depends on well-validated disease-specific models or a priori organismal markers. These are lacking for many diseases. Here, we present an alternative, search-based strategy for disease detection and classification, which detects diseased samples via...
Saved in:
Main Authors: | Xiaoquan Su, Gongchao Jing, Zheng Sun, Lu Liu, Zhenjiang Xu, Daniel McDonald, Zengbin Wang, Honglei Wang, Antonio Gonzalez, Yufeng Zhang, Shi Huang, Gavin Huttley, Rob Knight, Jian Xu |
---|---|
Format: | article |
Language: | EN |
Published: |
American Society for Microbiology
2020
|
Subjects: | |
Online Access: | https://doaj.org/article/6392988b2a2f43b491e1fb8de1f441c5 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Microbiome Search Engine 2: a Platform for Taxonomic and Functional Search of Global Microbiomes on the Whole-Microbiome Level
by: Gongchao Jing, et al.
Published: (2021) -
Identifying and Predicting Novelty in Microbiome Studies
by: Xiaoquan Su, et al.
Published: (2018) -
Reply to Sun et al., “Identifying Composition Novelty in Microbiome Studies: Improvement of Prediction Accuracy”
by: Xiaoquan Su, et al.
Published: (2019) -
A Scale-Free, Fully Connected Global Transition Network Underlies Known Microbiome Diversity
by: Gongchao Jing, et al.
Published: (2021) -
Satellite Image Classification Using a Hierarchical Ensemble Learning and Correlation Coefficient-Based Gravitational Search Algorithm
by: Kowsalya Thiagarajan, et al.
Published: (2021)