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Complex traits

Using machine learning to predict and analyze complex trait diseases: Lessons from a simple abstract model

Eden Maimon, Ori Bondi, John Moult, Ron Unger

Comparing statistical learning methods for complex trait prediction from gene expression

Noah Klimkowski Arango, Fabio Morgante

Partitioning gene-based variance of complex traits by gene score regression

Wenmin Zhang, Si Yi Li, Tianyi Liu, Yue Li

QTL and QTL networks for cold tolerance at the reproductive stage detected using selective introgression in rice

Yuntao Liang, Lijun Meng, [ ... ], Zhikang Li

RAPIDSNPs: A new computational pipeline for rapidly identifying key genetic variants reveals previously unidentified SNPs that are significantly associated with individual platelet responses

Bajuna Rashid Salehe, Chris Ian Jones, Giuseppe Di Fatta, Liam James McGuffin

Self-Confirmation and Ascertainment of the Candidate Genomic Regions of Complex Trait Loci – A None-Experimental Solution

Lishi Wang, Yan Jiao, [ ... ], Weikuan Gu

Birth Cohort, Age, and Sex Strongly Modulate Effects of Lipid Risk Alleles Identified in Genome-Wide Association Studies

Alexander M. Kulminski, Irina Culminskaya, [ ... ], Anatoliy I. Yashin

Genome-Wide Prediction Methods in Highly Diverse and Heterozygous Species: Proof-of-Concept through Simulation in Grapevine

Agota Fodor, Vincent Segura, [ ... ], Loic Le Cunff

Advanced Fault Diagnosis Methods in Molecular Networks

Iman Habibi, Effat S. Emamian, Ali Abdi

Genome-Wide Association Analysis of Radiation Resistance in Drosophila melanogaster

Mahesh Vaisnav, Chao Xing, [ ... ], John M. Abrams

Analyzing Genome-Wide Association Studies with an FDR Controlling Modification of the Bayesian Information Criterion

Erich Dolejsi, Bernhard Bodenstorfer, Florian Frommlet

Improving the Accuracy of Whole Genome Prediction for Complex Traits Using the Results of Genome Wide Association Studies

Zhe Zhang, Ulrike Ober, [ ... ], Henner Simianer

The Impact of Phenotypic and Genetic Heterogeneity on Results of Genome Wide Association Studies of Complex Diseases

Mirko Manchia, Jeffrey Cullis, [ ... ], Martin Alda

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