Exploiting SNP correlations within random forest for genome-wide association studies

Exploiting SNP correlations within random forest for genome-wide association studies

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http://www.wikidata.org/entity/Q35138479
A survey about methods dedicated to epistasis detectionRegularized Machine Learning in the Genetic Prediction of Complex TraitsBuilding a genetic risk model for bipolar disorder from genome-wide association data with random forest algorithm.Influence of Feature Encoding and Choice of Classifier on Disease Risk Prediction in Genome-Wide Association Studies.Discovering Alzheimer Genetic Biomarkers Using Bayesian Networks.Single Marker and Haplotype-Based Association Analysis of Semolina and Pasta Colour in Elite Durum Wheat Breeding Lines Using a High-Density Consensus Map.Computational methods using genome-wide association studies to predict radiotherapy complications and to identify correlative molecular processes.A model to investigate SNPs' interaction in GWAS studies.The influence of the rs6295 gene polymorphism on serotonin-1A receptor distribution investigated with PET in patients with major depression applying machine learning.Human genome-microbiome interaction: metagenomics frontiers for the aetiopathology of autoimmune diseases.Multivariate Pattern Analysis of Genotype-Phenotype Relationships in Schizophrenia.A method combining a random forest-based technique with the modeling of linkage disequilibrium through latent variables, to run multilocus genome-wide association studies.Integration of multiple types of genetic markers for neuroblastoma may contribute to improved prediction of the overall survival
P2860

Exploiting SNP correlations within random forest for genome-wide association studies

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http://www.wikidata.org/entity/Q35138479
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2014 nî lūn-bûn
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2014 թուականի Ապրիլին հրատարակուած գիտական յօդուած
@hyw
2014 թվականի ապրիլին հրատարակված գիտական հոդված
@hy
2014年の論文
@ja
2014年論文
@yue
2014年論文
@zh-hant
2014年論文
@zh-hk
2014年論文
@zh-mo
2014年論文
@zh-tw
2014年论文
@wuu
name
Exploiting SNP correlations within random forest for genome-wide association studies
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Exploiting SNP correlations within random forest for genome-wide association studies
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type
label
Exploiting SNP correlations within random forest for genome-wide association studies
@ast
Exploiting SNP correlations within random forest for genome-wide association studies
@en
prefLabel
Exploiting SNP correlations within random forest for genome-wide association studies
@ast
Exploiting SNP correlations within random forest for genome-wide association studies
@en
P1433
P1476
P2093
P2860
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P31
P356
P407
P433
P478
P577
P5875
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P921
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P1476
Exploiting SNP correlations within random forest for genome-wide association studies
@en
P2093
P2860
P304
P31
P356
10.1371/JOURNAL.PONE.0093379
P407
P433
P478
P577
P5875
P698
P921
P932