(Q36072739)

12 August 2017

Machine Learning Meta-analysis of Large Metagenomic Datasets: Tools and Biological Insights (English)

1 reference

12 August 2017

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1 reference

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5

1 reference

12 August 2017

1

0 references

Levi Waldron

series ordinal

4

0 references

author name string

Duy Tin Truong

series ordinal

2

1 reference

PMC publication ID

4939962

12 August 2017

Faizan Malik

series ordinal

3

1 reference

12 August 2017

11 July 2016

1 reference

PLOS Computational Biology

12 August 2017

1 reference

12 August 2017

12

1 reference

12 August 2017

7

1 reference

12 August 2017

e1004977

1 reference

Creative Commons Attribution 4.0 International

12 August 2017

start time

11 July 2016

1 reference

April 2022 Public Data File from Crossref

copyright status

copyrighted

0 references

describes a project that uses

scikit-learn

object named as

scikit-learn

1 reference

CZ Software Mentions: A large dataset of software mentions in the biomedical literature

cites work

Strain-level microbial epidemiology and population genomics from shotgun metagenomics

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

Proton pump inhibitors affect the gut microbiome

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

Disentangling type 2 diabetes and metformin treatment signatures in the human gut microbiota

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

Fizzy: feature subset selection for metagenomics

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

Prediction of Early Childhood Caries via Spatial-Temporal Variations of Oral Microbiota

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

16S rRNA gene-based profiling of the human infant gut microbiota is strongly influenced by sample processing and PCR primer choice

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

Disease-specific alterations in the enteric virome in inflammatory bowel disease

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

Potential of fecal microbiota for early-stage detection of colorectal cancer

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

Biogeography and individuality shape function in the human skin metagenome

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

Alterations of the human gut microbiome in liver cirrhosis

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

Individual diet has sex-dependent effects on vertebrate gut microbiota

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

An introduction to the analysis of shotgun metagenomic data

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

Cross-study validation for the assessment of prediction algorithms

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

Risk prediction for late-stage ovarian cancer by meta-analysis of 1525 patient samples.

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

Comparative meta-analysis of prognostic gene signatures for late-stage ovarian cancer

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

The treatment-naive microbiome in new-onset Crohn's disease

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

Selecting age-related functional characteristics in the human gut microbiome

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

A comprehensive evaluation of multicategory classification methods for microbiomic data

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

Metagenomic species profiling using universal phylogenetic marker genes

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

Richness of human gut microbiome correlates with metabolic markers

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

Metagenome-wide analysis of antibiotic resistance genes in a large cohort of human gut microbiota

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

Meta-analyses of studies of the human microbiota

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

Gut metagenome in European women with normal, impaired and diabetic glucose control

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

Computational meta'omics for microbial community studies

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

The human microbiome: from symbiosis to pathogenesis

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

A metagenome-wide association study of gut microbiota in type 2 diabetes

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

The Human Microbiome Project: a community resource for the healthy human microbiome

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

Evaluation of 16S rDNA-based community profiling for human microbiome research

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

Metabolic reconstruction for metagenomic data and its application to the human microbiome

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

Structure, function and diversity of the healthy human microbiome

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

Metagenomic microbial community profiling using unique clade-specific marker genes

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

The human microbiome: at the interface of health and disease

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

Metagenomic biomarker discovery and explanation

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

Enterotypes of the human gut microbiome

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

Chimeric 16S rRNA sequence formation and detection in Sanger and 454-pyrosequenced PCR amplicons

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

A human gut microbial gene catalogue established by metagenomic sequencing

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

Functional characterization of the antibiotic resistance reservoir in the human microflora

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

Microbial community profiling for human microbiome projects: Tools, techniques, and challenges

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

Statistical methods for detecting differentially abundant features in clinical metagenomic samples

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

Molecular-phylogenetic characterization of microbial community imbalances in human inflammatory bowel diseases

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

Microbial ecology: human gut microbes associated with obesity

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

Reduced diversity of faecal microbiota in Crohn's disease revealed by a metagenomic approach

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

Obesity alters gut microbial ecology

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

Large-scale meta-analysis of cancer microarray data identifies common transcriptional profiles of neoplastic transformation and progression

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

Support vector machine classification and validation of cancer tissue samples using microarray expression data

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

PhyloSift: phylogenetic analysis of genomes and metagenomes

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

A taxonomic signature of obesity in the microbiome? Getting to the guts of the matter

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

Decompensated cirrhosis and microbiome interpretation

11 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

A comprehensive evaluation of multicategory classification methods for microarray gene expression cancer diagnosis.

23 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4939962

MetaPhlAn2 for enhanced metagenomic taxonomic profiling

23 September 2018

1 reference

Crossref

https://api.crossref.org/works/10.1371%2FJOURNAL.PCBI.1004977

21 January 2018

Support-vector networks

1 reference

Crossref

https://api.crossref.org/works/10.1371%2FJOURNAL.PCBI.1004977

A cross-study comparison of gene expression studies for the molecular classification of lung cancer

21 January 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/27400279

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Random Forests

1 reference

Astrophysics Data System

15 December 2022

https://ui.adsabs.harvard.edu/abs/2001MachL..45....5B/citations

Identifiers

DOI

10.1371/JOURNAL.PCBI.1004977

1 reference

journals/ploscb/PasolliTMWS16

12 August 2017

0 references

1 reference

DBLP Dataset 2021-01-02

28 January 2021

1 reference

PMC publication ID

4939962

12 August 2017

PubMed publication ID

27400279

1 reference

PMC publication ID

4939962