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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

published 23 Feb 2026

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Comparing statistical learning methods for complex trait prediction from gene expression

Noah Klimkowski Arango, Fabio Morgante

published 11 Feb 2025

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

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

published 20 Aug 2020

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

Yuntao Liang, Lijun Meng, Xiuyun Lin, Yanru Cui, Yunlong Pang, Jianlong Xu, Zhikang Li

published 17 Sep 2018

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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

published 25 Apr 2017

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

Lishi Wang, Yan Jiao, Yongjun Wang, Mengchen Zhang, Weikuan Gu

published 20 May 2016

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

Alexander M. Kulminski, Irina Culminskaya, Konstantin G. Arbeev, Liubov Arbeeva, Svetlana V. Ukraintseva, Eric Stallard, Deqing Wu, Anatoliy I. Yashin

published 21 Aug 2015

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

Agota Fodor, Vincent Segura, Marie Denis, Samuel Neuenschwander, Alexandre Fournier-Level, Philippe Chatelet, Félix Abdel Aziz Homa, Thierry Lacombe, Patrice This, Loic Le Cunff

published 03 Nov 2014

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Advanced Fault Diagnosis Methods in Molecular Networks

Iman Habibi, Effat S. Emamian, Ali Abdi

published 07 Oct 2014

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Genome-Wide Association Analysis of Radiation Resistance in Drosophila melanogaster

Mahesh Vaisnav, Chao Xing, Hung-Chih Ku, Daniel Hwang, Strahinja Stojadinovic, Alexander Pertsemlidis, John M. Abrams

published 14 Aug 2014

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

Erich Dolejsi, Bernhard Bodenstorfer, Florian Frommlet

published 25 Jul 2014

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

Zhe Zhang, Ulrike Ober, Malena Erbe, Hao Zhang, Ning Gao, Jinlong He, Jiaqi Li, Henner Simianer

published 24 Mar 2014

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

Mirko Manchia, Jeffrey Cullis, Gustavo Turecki, Guy A. Rouleau, Rudolf Uher, Martin Alda

published 11 Oct 2013

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