(Q31152380)

21 August 2017

Building a genetic risk model for bipolar disorder from genome-wide association data with random forest algorithm (English)

1 reference

genome-wide association study

21 August 2017

0 references

0 references

1 reference

Po-Hsiu Kuo

2

0 references

author name string

Li-Chung Chuang

series ordinal

1

1 reference

PMC publication ID

5206749

21 August 2017

language of work or name

English

0 references

publication date

3 January 2017

1 reference

21 August 2017

1 reference

21 August 2017

7

1 reference

21 August 2017

39943

1 reference

Creative Commons Attribution 4.0 International

21 August 2017

start time

3 January 2017

1 reference

April 2022 Public Data File from Crossref

copyright status

copyrighted

0 references

cites work

Mortality and secular trend in the incidence of bipolar disorder

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5206749

Predicting Methylphenidate Response in ADHD Using Machine Learning Approaches

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5206749

Joint analysis of psychiatric disorders increases accuracy of risk prediction for schizophrenia, bipolar disorder, and major depressive disorder

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5206749

Common genetic variants influence human subcortical brain structures

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5206749

Bipolar disorder incidence between children and adolescents: A brief communication.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5206749

Biological insights from 108 schizophrenia-associated genetic loci

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5206749

Genetic association of the tachykinin receptor 1 TACR1 gene in bipolar disorder, attention deficit hyperactivity disorder, and the alcohol dependence syndrome

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5206749

Identification of pathways for bipolar disorder: a meta-analysis

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5206749

Exploiting SNP correlations within random forest for 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=5206749

A prostate cancer model build by a novel SVM-ID3 hybrid feature selection method using both genotyping and phenotype data from dbGaP.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5206749

Behavioral signatures related to genetic disorders in autism

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5206749

Blood-based gene-expression predictors of PTSD risk and resilience among deployed marines: a pilot 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=5206749

Power and predictive accuracy of polygenic risk scores.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5206749

Pathway analysis using information from allele-specific gene methylation in genome-wide association studies for bipolar disorder

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5206749

Evidence for association of bipolar disorder to haplotypes in the 22q12.3 region near the genes stargazin, IFT27 and parvalbumin

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5206749

Predicting the diagnosis of autism spectrum disorder using gene pathway analysis

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5206749

Risk estimation and risk prediction using 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=5206749

A two-stage random forest-based pathway analysis method

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5206749

Convergent functional genomics of schizophrenia: from comprehensive understanding to genetic risk prediction.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5206749

Prediction of susceptibility to major depression by a model of interactions of multiple functional genetic variants and environmental factors

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5206749

Molecular genetic overlap in bipolar disorder, schizophrenia, and major depressive disorder

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5206749

Large-scale genome-wide association analysis of bipolar disorder identifies a new susceptibility locus near ODZ4

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5206749

Genome Wide Association Study to predict severe asthma exacerbations in children using random forests classifiers

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5206749

Protein expression profiles distinguish between experimental invasive pulmonary aspergillosis and Pseudomonas pneumonia

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5206749

MaCH: using sequence and genotype data to estimate haplotypes and unobserved genotypes

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5206749

An application of Random Forests to a genome-wide association dataset: methodological considerations & new findings

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5206749

On safari to Random Jungle: a fast implementation of Random Forests for high-dimensional 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=5206749

Plasma metabolomic profile in nonalcoholic fatty liver disease.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5206749

Finding the missing heritability of complex diseases

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5206749

Genome-wide association study of bipolar disorder in European American and African American individuals

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5206749

Detecting gene-gene interactions that underlie human diseases

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5206749

Common genetic variation and human 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=5206749

Common genetic determinants of schizophrenia and bipolar disorder in Swedish families: a population-based 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=5206749

Predicting type 2 diabetes based on polymorphisms from genome-wide association studies: a population-based 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=5206749

Conditional variable importance for random forests

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5206749

Whole-genome association study of bipolar disorder

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5206749

General cardiovascular risk profile for use in primary care: the Framingham Heart 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=5206749

PLINK: a tool set for whole-genome association and population-based linkage analyses

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5206749

Heritability of bipolar spectrum disorders. Unity or heterogeneity?

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5206749

Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5206749

Gene selection and classification of microarray data using random forest.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5206749

Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression 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=5206749

Prediction of Coronary Heart Disease Using Risk Factor Categories

21 June 2018

2 references

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5206749

21 June 2018

Risk estimation for hepatocellular carcinoma in chronic hepatitis B (REACH-B): development and validation of a predictive score.

21 January 2018

1 reference

Population study of disease burden, management, and treatment of bipolar disorder in Sweden: a retrospective observational registry study

21 January 2018

1 reference

Effective genetic-risk prediction using mixed models

21 January 2018

1 reference

Prediction of autism by translation and immune/inflammation coexpressed genes in toddlers from pediatric community practices

21 January 2018

1 reference

Suicide and Primary Affective Disorders

21 January 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/28045094

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Comparing diagnostic tests: a simple graphic using likelihood ratios

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/28045094

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

10.1038/SREP39943

1 reference

Dimensions Publication ID

21 August 2017

0 references

0 references

1 reference

PMC publication ID

5206749

21 August 2017

PubMed publication ID

28045094

1 reference

PMC publication ID

5206749