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A flexible computational framework for detecting, characterizing, and interpreting statistical patterns of epistasis in genetic studies of human disease susceptibility

Journal of theoretical biology, 2006-07, Vol.241 (2), p.252-261

2006

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A balanced accuracy function for epistasis modeling in imbalanced datasets using multifactor dimensionality reduction

Genetic epidemiology, 2007-05, Vol.31 (4), p.306-315

2007

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ReliefSeq: a gene-wise adaptive-K nearest-neighbor feature selection tool for finding gene-gene interactions and main effects in mRNA-Seq gene expression data

PloS one, 2013-12, Vol.8 (12), p.e81527-e81527

2013

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Differential privacy-based evaporative cooling feature selection and classification with relief-F and random forests

Bioinformatics (Oxford, England), 2017-09, Vol.33 (18), p.2906-2913

2017

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Cardiac-Resynchronization Therapy with or without an Implantable Defibrillator in Advanced Chronic Heart Failure

The New England journal of medicine, 2004-05, Vol.350 (21), p.2140-2150

2004

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Identification and replication of RNA-Seq gene network modules associated with depression severity

Translational psychiatry, 2018-09, Vol.8 (1), p.180-180, Article 180

2018

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Optimization of neural network architecture using genetic programming improves detection and modeling of gene-gene interactions in studies of human diseases

BMC bioinformatics, 2003-07, Vol.4 (1), p.28-28

2003

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Proteomic patterns of tumour subsets in non-small-cell lung cancer

The Lancet (British edition), 2003-08, Vol.362 (9382), p.433-439

2003

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Cytokines and cytokine receptors in advanced heart failure : An analysis of the cytokine database from the vesnarinone trial (VEST)

Circulation (New York, N.Y.), 2001-04, Vol.103 (16), p.2055-2059

2001

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Differential co-expression network centrality and machine learning feature selection for identifying susceptibility hubs in networks with scale-free structure

BioData mining, 2015-02, Vol.8 (1), p.5-5, Article 5

2015

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Correction: Identification and replication of RNA-Seq gene network modules associated with depression severity

Translational psychiatry, 2020-08, Vol.10 (1), p.282-282, Article 282

2020

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Exploiting Expert Knowledge in Genetic Programming for Genome-Wide Genetic Analysis

Lecture notes in computer science, 2006, p.969-977

2006

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dcVar: a method for identifying common variants that modulate differential correlation structures in gene expression data

Frontiers in genetics, 2015-10, Vol.6, p.312-312

2015

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A computationally efficient hypothesis testing method for epistasis analysis using multifactor dimensionality reduction

Genetic epidemiology, 2009-01, Vol.33 (1), p.87-94

2009

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A Dose-Dependent Increase in Mortality with Vesnarinone among Patients with Severe Heart Failure

The New England journal of medicine, 1998-12, Vol.339 (25), p.1810-1816

1998

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Encore: Genetic Association Interaction Network Centrality Pipeline and Application to SLE Exome Data

Genetic epidemiology, 2013-09, Vol.37 (6), p.614-621

2013

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Recursive Indirect-Paths Modularity (RIP-M) for Detecting Community Structure in RNA-Seq Co-expression Networks

Frontiers in genetics, 2016-05, Vol.7, p.80-80

2016

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Symbolic Modeling of Epistasis

Human heredity, 2007-01, Vol.63 (2), p.120-133

2007

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Routine Discovery of Complex Genetic Models using Genetic Algorithms

Applied soft computing, 2004-02, Vol.4 (1), p.79-86

2004

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Integrated analysis of genetic, genomic and proteomic data

Expert review of proteomics, 2004-06, Vol.1 (1), p.67-75

2004

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Genomic mining for complex disease traits with “random chemistry”

Genetic programming and evolvable machines, 2007-12, Vol.8 (4), p.395-411

2007

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Geochemical Fluxes During Seafloor Alteration of the Basaltic Upper Oceanic Crust: DSDP Sites 417 and 418

Subduction, 1996, p.19-38

1996

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Sensible initialization using expert knowledge for genome-wide analysis of epistasis using genetic programming

2009 IEEE Congress on Evolutionary Computation, 2009, p.1289-1296

2009

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A flexible computational framework for detecting, characterizing, and interpreting statistical patterns of epistasis in genetic studies of human disease susceptibility

A balanced accuracy function for epistasis modeling in imbalanced datasets using multifactor dimensionality reduction

ReliefSeq: a gene-wise adaptive-K nearest-neighbor feature selection tool for finding gene-gene interactions and main effects in mRNA-Seq gene expression data

Differential privacy-based evaporative cooling feature selection and classification with relief-F and random forests

Cardiac-Resynchronization Therapy with or without an Implantable Defibrillator in Advanced Chronic Heart Failure

Femtosecond and nanometre visualization of structural dynamics in superheated nanoparticles

Identification and replication of RNA-Seq gene network modules associated with depression severity

Optimization of neural network architecture using genetic programming improves detection and modeling of gene-gene interactions in studies of human diseases

Proteomic patterns of tumour subsets in non-small-cell lung cancer

Cytokines and cytokine receptors in advanced heart failure : An analysis of the cytokine database from the vesnarinone trial (VEST)

Differential co-expression network centrality and machine learning feature selection for identifying susceptibility hubs in networks with scale-free structure

Correction: Identification and replication of RNA-Seq gene network modules associated with depression severity

Exploiting Expert Knowledge in Genetic Programming for Genome-Wide Genetic Analysis

dcVar: a method for identifying common variants that modulate differential correlation structures in gene expression data

A computationally efficient hypothesis testing method for epistasis analysis using multifactor dimensionality reduction

A Dose-Dependent Increase in Mortality with Vesnarinone among Patients with Severe Heart Failure

Encore: Genetic Association Interaction Network Centrality Pipeline and Application to SLE Exome Data

Recursive Indirect-Paths Modularity (RIP-M) for Detecting Community Structure in RNA-Seq Co-expression Networks

Symbolic Modeling of Epistasis

Routine Discovery of Complex Genetic Models using Genetic Algorithms

Integrated analysis of genetic, genomic and proteomic data

Genomic mining for complex disease traits with “random chemistry”

Geochemical Fluxes During Seafloor Alteration of the Basaltic Upper Oceanic Crust: DSDP Sites 417 and 418

Low-dose oral enoximone enhances the ability to wean patients with ultra-advanced heart failure from intravenous inotropic support: Results of the oral enoximone in intravenous inotrope-dependent subjects trial

Sensible initialization using expert knowledge for genome-wide analysis of epistasis using genetic programming

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