ArticlemSystems2020
Multiple-Disease Detection and Classification across Cohorts via Microbiome Search.
Article in mSystems, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
14 citing papers in PubMed.
- ResMicroDb: a comprehensive database and analysis platform for the human respiratory microbiome.Nucleic acids research · 2026Article
- KADAIF: an anomaly detection method for complex microbiome data.Bioinformatics (Oxford, England) · 2025Article
- DeepPhylo: Phylogeny-Aware Microbial Embeddings Enhanced Predictive Accuracy in Human Microbiome Data Analysis.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2024Article
- Flex Meta-Storms elucidates the microbiome local beta-diversity under specific phenotypes.Bioinformatics (Oxford, England) · 2023Article
- Construction of a caries diagnosis model based on microbiome novelty score.Hua xi kou qiang yi xue za zhi = Huaxi kouqiang yixue zazhi = West China journal of stomatology · 2023Article
- Evaluating supervised and unsupervised background noise correction in human gut microbiome data.PLoS computational biology · 2022Article
- Prediction of Smoking Habits From Class-Imbalanced Saliva Microbiome Data Using Data Augmentation and Machine Learning.Frontiers in microbiology · 2022Article
- Elucidating the Beta-Diversity of the Microbiome: from Global Alignment to Local Alignment.mSystems · 2021Article
- A Scale-Free, Fully Connected Global Transition Network Underlies Known Microbiome Diversity.mSystems · 2021Article
- Microbiome Search Engine 2: a Platform for Taxonomic and Functional Search of Global Microbiomes on the Whole-Microbiome Level.mSystems · 2021Article
- Meta-Apo improves accuracy of 16S-amplicon-based prediction of microbiome function.BMC genomics · 2021Article
- Article
- Towards multi-label classification: Next step of machine learning for microbiome research.Computational and structural biotechnology journal · 2021Review
- Method development for cross-study microbiome data mining: Challenges and opportunities.Computational and structural biotechnology journal · 2020Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
14 authors.
Funding
Abstract
Microbiome-based disease classification depends on well-validated disease-specific models or
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.