Large sample size, wide variant spectrum, and advanced machine-learning technique boost risk prediction for inflammatory bowel disease.
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Accurate and robust genomic prediction of celiac disease using statistical learningAutoimmune diseases - connecting risk alleles with molecular traits of the immune system.Application of computational methods in genetic study of inflammatory bowel diseaseLarge-scale meta-analysis of genome-wide association data identifies six new risk loci for Parkinson's diseaseRegularized Machine Learning in the Genetic Prediction of Complex TraitsThe construction of risk prediction models using GWAS data and its application to a type 2 diabetes prospective cohort.Privacy Risks from Genomic Data-Sharing Beacons.Genetic-based prediction of disease traits: prediction is very difficult, especially about the futureLeveraging functional annotations in genetic risk prediction for human complex diseases.Joint modeling of genetically correlated diseases and functional annotations increases accuracy of polygenic risk predictionUsing genetic prediction from known complex disease Loci to guide the design of next-generation sequencing experiments.A model to determine colorectal cancer risk using common genetic susceptibility lociExpression quantitative trait locus analysis for translational medicine.Machine learning derived risk prediction of anorexia nervosaRisk Classification with an Adaptive Naive Bayes Kernel Machine Model.Genomic prediction of celiac disease targeting HLA-positive individuals.Genetic architecture of colorectal cancer.Network Modeling of Crohn's Disease Incidence.The Prediction of Radiotherapy Toxicity Using Single Nucleotide Polymorphism-Based Models: A Step Toward Prevention.Crohn disease risk prediction-Best practices and pitfalls with exome data.Common polygenic variation in coeliac disease and confirmation of ZNF335 and NIFA as disease susceptibility loci.Explicit Modeling of Ancestry Improves Polygenic Risk Scores and BLUP PredictionMulti-locus genetic risk score predicts risk for Crohn's disease in Slovenian populationImpact of exome sequencing in inflammatory bowel disease.Combining Multiple Hypothesis Testing with Machine Learning Increases the Statistical Power of Genome-wide Association Studies.Risk Prediction Using Genome-Wide Association Studies on Type 2 Diabetes.Prediction of Quantitative Traits Using Common Genetic Variants: Application to Body Mass Index.Using information of relatives in genomic prediction to apply effective stratified medicine.Computational methods using genome-wide association studies to predict radiotherapy complications and to identify correlative molecular processes.Performance of risk prediction for inflammatory bowel disease based on genotyping platform and genomic risk score methodCAGI4 Crohn's exome challenge: Marker SNP versus exome variant models for assigning risk of Crohn disease.Classification of Paediatric Inflammatory Bowel Disease using Machine LearningGenome-wide association study identifies distinct genetic contributions to prognosis and susceptibility in Crohn's disease.Integrative genetic risk prediction using non-parametric empirical Bayes classification.Smooth-Threshold Multivariate Genetic Prediction with Unbiased Model Selection.Determining Risk of Colorectal Cancer and Starting Age of Screening Based on Lifestyle, Environmental, and Genetic Factors.Dopaminergic and Opioid Pathways Associated with Impulse Control Disorders in Parkinson's Disease.Roles of NUCKS1 in Diseases: Susceptibility, Potential Biomarker, and Regulatory Mechanisms.Warfarin maintenance dose Prediction for Patients undergoing heart valve replacement- a hybrid model with genetic algorithm and Back-Propagation neural network.Genetic signature to provide robust risk assessment of psoriatic arthritis development in psoriasis patients
P2860
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P2860
Large sample size, wide variant spectrum, and advanced machine-learning technique boost risk prediction for inflammatory bowel disease.
description
2013 nî lūn-bûn
@nan
2013年の論文
@ja
2013年学术文章
@wuu
2013年学术文章
@zh-cn
2013年学术文章
@zh-hans
2013年学术文章
@zh-my
2013年学术文章
@zh-sg
2013年學術文章
@yue
2013年學術文章
@zh
2013年學術文章
@zh-hant
name
Large sample size, wide varian ...... or inflammatory bowel disease.
@en
Large sample size, wide varian ...... or inflammatory bowel disease.
@nl
type
label
Large sample size, wide varian ...... or inflammatory bowel disease.
@en
Large sample size, wide varian ...... or inflammatory bowel disease.
@nl
prefLabel
Large sample size, wide varian ...... or inflammatory bowel disease.
@en
Large sample size, wide varian ...... or inflammatory bowel disease.
@nl
P2093
P2860
P50
P921
P1476
Large sample size, wide varian ...... or inflammatory bowel disease.
@en
P2093
Cecilia Kim
Edward Frackelton
Frank Mentch
Hakon Hakonarson
International IBD Genetics Consortium
Jonathan Bradfield
Robert N Baldassano
P2860
P304
P356
10.1016/J.AJHG.2013.05.002
P407
P577
2013-05-23T00:00:00Z