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An application of conditional logistic regression and multifactor dimensionality reduction for detecting gene-gene Interactions on risk of myocardial infarction: The importance of model validation.

, , , , , , , , and . BMC Bioinform., (2004)

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Optimization of Neural Networks using Genetic Programming Improves Detection and Modeling of Gene-Gene Interactions in Studies of Human Diseases, , , , and . Genetic and Evolutionary Computation Conference Late Breaking Papers, page 255--259. Chicago, USA, (12--16 July 2003)Genetic Programming Neural Networks as a Bioinformatics Tool for Human Genetics., , and . GECCO (1), volume 3102 of Lecture Notes in Computer Science, page 438-448. Springer, (2004)Grammatical Evolution of Neural Networks for Discovering Epistasis among Quantitative Trait Loci., , and . EvoBIO, volume 6023 of Lecture Notes in Computer Science, page 86-97. Springer, (2010)A Biologically Informed Method for Detecting Associations with Rare Variants., , , , , and . EvoBIO, volume 7246 of Lecture Notes in Computer Science, page 201-210. Springer, (2012)Learning Phenotype Mapping for Integrating Large Genetic Data., , , , , and . BioNLP@ACL, page 19-27. Association for Computational Linguistics, (2011)A balanced accuracy fitness function leads to robust analysis using grammatical evolution neural networks in the case of class imbalance., , , , , and . GECCO, page 353-354. ACM, (2008)Parallel multifactor dimensionality reduction: a tool for the large-scale analysis of gene-gene interactions., , and . Bioinform., 22 (17): 2173-2174 (2006)Novel features and enhancements in BioBin, a tool for the biologically inspired binning and association analysis of rare variants., , , , and . Bioinform., 34 (3): 527-529 (2018)Biofilter: A Knowledge-Integration System for the Multi-Locus Analysis of Genome-Wide Association Studies., , and . Pacific Symposium on Biocomputing, page 368-379. (2009)Real world scenarios in rare variant association analysis: the impact of imbalance and sample size on the power in silico., , , and . BMC Bioinform., 20 (1): 46:1-46:10 (2019)