(Q30667617)

20 August 2017

A comparison of machine learning methods for classification using simulation with multiple real data examples from mental health studies (English)

1 reference

20 August 2017

1 reference

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5

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Caroline Skirrow

object named as

Caroline Skirrow

3

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Mizanur Khondoker

object named as

Mizanur Khondoker

1

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Richard Dobson

object named as

Richard Dobson

2

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author name string

Andrew Simmons

4

1 reference

20 August 2017

18 September 2013

1 reference

Statistical Methods in Medical Research

20 August 2017

1 reference

20 August 2017

25

1 reference

20 August 2017

5

1 reference

20 August 2017

1804-1823

1 reference

Emotional lability, comorbidity and impairment in adults with attention-deficit hyperactivity disorder

20 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5081132

Regional magnetic resonance imaging measures for multivariate analysis in Alzheimer's disease and mild cognitive impairment

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5081132

Shared genetic influences on ADHD symptoms and very low-frequency EEG activity: a twin study

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5081132

Multiple-rule bias in the comparison of classification rules

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5081132

Multi-factorial analysis of class prediction error: estimating optimal number of biomarkers for various classification rules

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5081132

Electrophysiological evidence for abnormal preparatory states and inhibitory processing in adult ADHD.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5081132

Reporting bias when using real data sets to analyze classification performance

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5081132

Comparison of supervised classification methods for protein profiling in cancer diagnosis

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5081132

Evaluating microarray-based classifiers: an overview

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5081132

A comprehensive comparison of random forests and support vector machines for microarray-based cancer classification

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5081132

A comparative study of different machine learning methods on microarray gene expression data

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5081132

Quantitative assessment of human whole blood RNA as a potential biomarker for infectious disease

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5081132

Linear models and empirical bayes methods for assessing differential expression in microarray experiments

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5081132

Gene selection and classification of microarray data using random forest.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5081132

A comparative study of discriminating human heart failure etiology using gene expression profiles

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5081132

Evaluating methods for classifying expression data

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5081132

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

20 June 2018

1 reference

https://api.crossref.org/works/10.1177%2F0962280213502437

Optimal number of features as a function of sample size for various classification rules

21 January 2018

1 reference

https://api.crossref.org/works/10.1177%2F0962280213502437

21 January 2018

Support-vector networks

1 reference

https://api.crossref.org/works/10.1177%2F0962280213502437

Design and Analysis of Monte Carlo Experiments: Attacking the Conventional Wisdom.

21 January 2018

1 reference

https://api.crossref.org/works/10.1177%2F0962280213502437

The Lack of A Priori Distinctions Between Learning Algorithms

21 January 2018

1 reference

https://api.crossref.org/works/10.1177%2F0962280213502437

Identifying Important Risk Factors for Survival in Kidney Graft Failure Patients Using Random Survival Forests

21 January 2018

1 reference

https://api.crossref.org/works/10.1177%2F0962280213502437

The use of multiple measurements in taxonomic problems

21 January 2018

1 reference

https://api.crossref.org/works/10.1177%2F0962280213502437

Gene expression analysis of bipolar disorder reveals downregulation of the ubiquitin cycle and alterations in synaptic genes

21 January 2018

1 reference

https://api.crossref.org/works/10.1177%2F0962280213502437

MRI measures of Alzheimer's disease and the AddNeuroMed study

21 January 2018

1 reference

https://api.crossref.org/works/10.1177%2F0962280213502437

The AddNeuroMed framework for multi-centre MRI assessment of Alzheimer's disease: experience from the first 24 months.

21 January 2018

1 reference

https://api.crossref.org/works/10.1177%2F0962280213502437

21 January 2018

Identifiers

DOI

10.1177/0962280213502437

1 reference

20 August 2017

1 reference

PMC publication ID

5081132

20 August 2017

PubMed publication ID

24047600

1 reference

PMC publication ID

5081132