Machine learning and systems genomics approaches for multi-omics data (Q31157242)

26 October 2017

Machine learning and systems genomics approaches for multi-omics data (English)

1 reference

26 October 2017

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Eugene Lin

1

1 reference

26 October 2017

Hsien-Yuan Lane

series ordinal

2

1 reference

26 October 2017

20 January 2017

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26 October 2017

1 reference

26 October 2017

5

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26 October 2017

2

1 reference

Genome-wide association studies in pharmacogenomics of antidepressants

26 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5251341

Multi-omic signature of body weight change: results from a population-based cohort study

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5251341

Genome-wide microarray analysis of gene expression profiling in major depression and antidepressant therapy

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5251341

Methods of integrating data to uncover genotype-phenotype interactions

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5251341

Predicting suicides after psychiatric hospitalization in US Army soldiers: the Army Study To Assess Risk and rEsilience in Servicemembers (Army STARRS).

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5251341

Risk classification of cancer survival using ANN with gene expression data from multiple laboratories.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5251341

ATHENA: Identifying interactions between different levels of genomic data associated with cancer clinical outcomes using grammatical evolution neural network

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5251341

ATHENA: the analysis tool for heritable and environmental network associations

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5251341

Bayesian consensus clustering

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5251341

Oral cancer prognosis based on clinicopathologic and genomic markers using a hybrid of feature selection and machine learning methods.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5251341

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5251341

Development of novel breast cancer recurrence prediction model using support vector machine

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5251341

Integrative subtype discovery in glioblastoma using iCluster

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5251341

Stitching together multiple data dimensions reveals interacting metabolomic and transcriptomic networks that modulate cell regulation

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5251341

A Bayesian integrative genomic model for pathway analysis of complex traits

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5251341

Assessing gene-gene interactions in pharmacogenomics

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5251341

Personalized health care: from theory to practice

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5251341

Time to recurrence and survival in serous ovarian tumors predicted from integrated genomic profiles

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5251341

Pharmacogenomics of drug efficacy in the interferon treatment of chronic hepatitis C using classification algorithms.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5251341

Identification of significant genes in genomics using Bayesian variable selection methods

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5251341

Gaussian graphical modeling reconstructs pathway reactions from high-throughput metabolomics data

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5251341

An integrated approach to uncover drivers of cancer.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5251341

Regularization Paths for Generalized Linear Models via Coordinate Descent

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5251341

Spatially uniform relieff (SURF) for computationally-efficient filtering of gene-gene interactions

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5251341

A comparison of classification methods for predicting Chronic Fatigue Syndrome based on genetic data

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5251341

Biofilter: a knowledge-integration system for the multi-locus analysis of genome-wide association studies.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5251341

Pharmacogenomics with antidepressants in the STAR*D study

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5251341

Graph sharpening plus graph integration: a synergy that improves protein functional classification

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5251341

A review of feature selection techniques in bioinformatics

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5251341

Pattern-recognition techniques with haplotype analysis in pharmacogenomics

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5251341

A case study of the utility of the HapMap database for pharmacogenomic haplotype analysis in the Taiwanese population

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5251341

An artificial neural network approach to the drug efficacy of interferon treatments

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5251341

A statistical framework for genomic data fusion

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5251341

Machine learning for medical diagnosis: history, state of the art and perspective

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5251341

Public health. A case study of personalized medicine.

21 June 2018

1 reference

https://api.crossref.org/works/10.1186%2FS40364-017-0082-Y

Gene-gene interactions of the brain-derived neurotrophic-factor and neurotrophic tyrosine kinase receptor 2 genes in geriatric depression

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2FS40364-017-0082-Y

Evaluation of the ENPP1 and PLIN single nucleotide polymorphisms with type 2 diabetes in a Taiwanese population: evidence for replication and gene-gene interaction

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2FS40364-017-0082-Y

Least squares quantization in PCM

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2FS40364-017-0082-Y

A support vector machine approach to assess drug efficacy of interferon-alpha and ribavirin combination therapy

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2FS40364-017-0082-Y

Predicting HIV drug resistance with neural networks

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2FS40364-017-0082-Y

Estimating the Dimension of a Model

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2FS40364-017-0082-Y

Ensemble classifier for protein fold pattern recognition

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2FS40364-017-0082-Y

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2FS40364-017-0082-Y

Wrappers for feature subset selection

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2FS40364-017-0082-Y

Machine Learning in Genomic Medicine

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2FS40364-017-0082-Y

Association and interaction analyses of genetic variants in ADIPOQ, ENPP1, GHSR, PPARgamma and TCF7L2 genes for diabetic nephropathy in a Taiwanese population with type 2 diabetes

21 January 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/28127429

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Gene-gene interactions among genetic variants from obesity candidate genes for nonobese and obese populations in type 2 diabetes

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/28127429

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1186/S40364-017-0082-Y

1 reference

Dimensions Publication ID

26 October 2017

0 references

1 reference

26 October 2017

PubMed publication ID

28127429

1 reference