Jason Moore | Academic Influence

Q: What Schools Are Affiliated With Jason Moore

Jason Moore is affiliated with the following schools: Johns Hopkins University, National Taiwan University, University of Pennsylvania, University of California, Santa Cruz, University of Vermont, University of California, Berkeley, Binghamton University, University of Oxford, Dartmouth College, University of New Hampshire, Vanderbilt University

Why Is Jason Moore Influential?

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According to Wikipedia, Jason Moore is a motor racing driver. Career Karting Moore began his karting career in 2000 aged 11, with a campaign in the Super 1 National Cadet Championship. Moore finished 24th in the championship, with a best finish of 10th coming at Rowrah.

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Jason Moore 's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Missing heritability and strategies for finding the underlying causes of complex disease (2010) (1643)
The Genetic Structure and History of Africans and African Americans (2009) (1367)
Multifactor dimensionality reduction software for detecting gene-gene and gene-environment interactions (2003) (1125)
Chapter 11: Genome-Wide Association Studies (2012) (1000)
The Capitalocene, Part I: on the nature and origins of our ecological crisis (2017) (722)
The Ubiquitous Nature of Epistasis in Determining Susceptibility to Common Human Diseases (2003) (722)
Characterization of microRNA expression levels and their biological correlates in human cancer cell lines. (2007) (721)
A flexible computational framework for detecting, characterizing, and interpreting statistical patterns of epistasis in genetic studies of human disease susceptibility. (2006) (618)
Anthropocene or Capitalocene?: Nature, History, and the Crisis of Capitalism (2016) (612)
Relief-Based Feature Selection: Introduction and Review (2017) (602)
Proteomic patterns of tumour subsets in non-small-cell lung cancer (2003) (581)
Power of multifactor dimensionality reduction for detecting gene‐gene interactions in the presence of genotyping error, missing data, phenocopy, and genetic heterogeneity (2003) (552)
Bioinformatics challenges for genome-wide association studies (2010) (533)
A high-density admixture map for disease gene discovery in african americans. (2004) (450)
New strategies for identifying gene-gene interactions in hypertension (2002) (401)
Evaluation of a Tree-based Pipeline Optimization Tool for Automating Data Science (2016) (387)
TPOT: A Tree-based Pipeline Optimization Tool for Automating Machine Learning (2016) (384)
Renin-Angiotensin System Gene Polymorphisms and Atrial Fibrillation (2004) (374)
A balanced accuracy function for epistasis modeling in imbalanced datasets using multifactor dimensionality reduction (2007) (366)
Breast cancer risk-associated SNPs modulate the affinity of chromatin for FOXA1 and alter gene expression (2012) (362)
Alzheimer's Disease Neuroimaging Initiative biomarkers as quantitative phenotypes: Genetics core aims, progress, and plans (2010) (360)
Capitalism in the Web of Life: Ecology and the Accumulation of Capital (2015) (359)
Whole genome association study of brain-wide imaging phenotypes for identifying quantitative trait loci in MCI and AD: A study of the ADNI cohort (2010) (351)
Traversing the conceptual divide between biological and statistical epistasis: systems biology and a more modern synthesis. (2005) (340)
Epistasis and its implications for personal genetics. (2009) (329)
Epigenomic Enhancer Profiling Defines a Signature of Colon Cancer (2012) (309)
Transcending the metabolic rift: a theory of crises in the capitalist world-ecology (2011) (305)
Gut microbial colonisation in premature neonates predicts neonatal sepsis (2012) (279)
Learning classifier systems: a complete introduction, review, and roadmap (2009) (276)
Genetics, statistics and human disease: analytical retooling for complexity. (2004) (270)
Automating Biomedical Data Science Through Tree-Based Pipeline Optimization (2016) (270)
Pathway analysis of genomic data: concepts, methods, and prospects for future development. (2012) (267)
PMLB: a large benchmark suite for machine learning evaluation and comparison (2017) (258)
Failure to Replicate a Genetic Association May Provide Important Clues About Genetic Architecture (2009) (251)
Computational analysis of gene-gene interactions using multifactor dimensionality reduction (2004) (245)
A Meta-Analysis Identifies New Loci Associated with Body Mass index in Individuals of African Ancestry (2013) (244)
The end of the road?: agricultural revolutions in the capitalist World-ecology, 1450-2010 (2010) (244)
Environmental Crises and the Metabolic Rift in World-Historical Perspective (2000) (244)
A global view of epistasis (2005) (240)
Association of Cesarean Delivery and Formula Supplementation With the Intestinal Microbiome of 6-Week-Old Infants. (2016) (234)
Basic Statistics (2003) (229)
Optimization of neural network architecture using genetic programming improves detection and modeling of gene-gene interactions in studies of human diseases (2003) (224)
Proteomic-based prognosis of brain tumor patients using direct-tissue matrix-assisted laser desorption ionization mass spectrometry. (2005) (221)
Data-driven advice for applying machine learning to bioinformatics problems (2017) (214)
Cutting Edge: Molecular Portrait of Human Autoimmune Disease1 (2002) (203)
Machine Learning for Detecting Gene-Gene Interactions (2006) (202)
A History of the World in Seven Cheap Things: A Guide to Capitalism, Nature, and the Future of the Planet (2017) (191)
Scaling tree-based automated machine learning to biomedical big data with a feature set selector (2019) (189)
Tuning ReliefF for Genome-Wide Genetic Analysis (2007) (187)
GAMETES: a fast, direct algorithm for generating pure, strict, epistatic models with random architectures (2012) (186)
Genome-wide association analysis of blood-pressure traits in African-ancestry individuals reveals common associated genes in African and non-African populations. (2013) (176)
The Capitalocene Part II: accumulation by appropriation and the centrality of unpaid work/energy (2018) (175)
The Modern World-Systemas environmental history? Ecology and the rise of capitalism (2003) (172)
challenges for genome-wide association studies (2010) (169)
Concordance of multiple analytical approaches demonstrates a complex relationship between DNA repair gene SNPs, smoking and bladder cancer susceptibility. (2006) (167)
Sugar and the Expansion of the Early Modern World-Economy Commodity Frontiers, Ecological Transformation, and Industrialization* (2014) (166)
Big Data Bioinformatics (2014) (163)
Multilocus Analysis of Hypertension: A Hierarchical Approach (2004) (160)
Shadows of complexity: what biological networks reveal about epistasis and pleiotropy (2009) (159)
Evidence for epistasis between SLC6A4 and ITGB3 in autism etiology and in the determination of platelet serotonin levels (2007) (154)
Genetic analysis of quantitative phenotypes in AD and MCI: imaging, cognition and biomarkers (2013) (153)
Missing Data Imputation in the Electronic Health Record Using Deeply Learned Autoencoders (2017) (148)
STUDENTJAMA. The challenges of whole-genome approaches to common diseases. (2004) (145)
Pathways-based analyses of whole-genome association study data in bipolar disorder reveal genes mediating ion channel activity and synaptic neurotransmission (2009) (141)
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 (2004) (141)
Spatially Uniform ReliefF (SURF) for computationally-efficient filtering of gene-gene interactions (2009) (136)
Benchmarking relief-based feature selection methods for bioinformatics data mining (2017) (134)
A gene expression fingerprint of C. elegans embryonic motor neurons (2005) (134)
Recurrent Tissue-Specific mtDNA Mutations Are Common in Humans (2013) (132)
Integrative functional genomics identifies an enhancer looping to the SOX9 gene disrupted by the 17q24.3 prostate cancer risk locus (2012) (127)
Relative impact of CYP3A genotype and concomitant medication on the severity of atorvastatin-induced muscle damage (2005) (126)
Drinking-Water Arsenic Exposure Modulates Gene Expression in Human Lymphocytes from a U.S. Population (2008) (126)
A training-testing approach to the molecular classification of resected non-small cell lung cancer. (2003) (125)
ECOLOGY, CAPITAL, AND THE NATURE OF OUR TIMES: ACCUMULATION & CRISIS IN THE CAPITALIST WORLD-ECOLOGY (2011) (120)
Associations between Gut Microbial Colonization in Early Life and Respiratory Outcomes in Cystic Fibrosis. (2015) (119)
Characterizing genetic interactions in human disease association studies using statistical epistasis networks (2011) (116)
Acceleration of Cardiovascular Disease by a Dysfunctional Prostacyclin Receptor Mutation: Potential Implications for Cyclooxygenase-2 Inhibition (2008) (113)
Why epistasis is important for tackling complex human disease genetics (2014) (110)
DNA Repair Polymorphisms Modify Bladder Cancer Risk: A Multi-factor Analytic Strategy (2007) (107)
Single-nucleotide polymorphisms for diagnosis of salt-sensitive hypertension. (2006) (106)
Admixture Mapping in Lupus Identifies Multiple Functional Variants within IFIH1 Associated with Apoptosis, Inflammation, and Autoantibody Production (2013) (105)
Where are we now?: a large benchmark study of recent symbolic regression methods (2018) (102)
The Rise of Cheap Nature (2016) (98)
Renin-angiotensin system gene polymorphisms and coronary artery disease in a large angiographic cohort: detection of high order gene-gene interaction. (2007) (95)
The Interaction of Four Genes in the Inflammation Pathway Significantly Predicts Prostate Cancer Risk (2005) (95)
Genome-wide association study for circulating levels of PAI-1 provides novel insights into its regulation. (2012) (93)
Exploiting the proteome to improve the genome-wide genetic analysis of epistasis in common human diseases (2008) (93)
The use of animal models in the study of complex disease: all else is never equal or why do so many human studies fail to replicate animal findings? (2004) (91)
Bladder cancer SNP panel predicts susceptibility and survival (2009) (89)
Elevated male European and female African contributions to the genomes of African American individuals (2006) (89)
The premature infant gut microbiome during the first 6 weeks of life differs based on gestational maturity at birth (2018) (89)
Symbolic discriminant analysis of microarray data in autoimmune disease (2002) (88)
A computationally efficient hypothesis testing method for epistasis analysis using multifactor dimensionality reduction (2009) (88)
Characterizing and Managing Missing Structured Data in Electronic Health Records: Data Analysis (2018) (87)
ExSTraCS 2.0: description and evaluation of a scalable learning classifier system (2015) (86)
Combinatorial Pharmacogenetics (2005) (86)
Multiple Plasma Biomarkers for Risk Stratification in Patients With Heart Failure and Preserved Ejection Fraction. (2020) (85)
A Simple and Computationally Efficient Approach to Multifactor Dimensionality Reduction Analysis of Gene-Gene Interactions for Quantitative Traits (2013) (85)
COMT Val158Met Genotype and Individual Differences in Executive Function in Healthy Adults (2010) (82)
Single nucleotide polymorphisms in ANKK1 and the dopamine D2 receptor gene affect cognitive outcome shortly after traumatic brain injury: A replication and extension study (2008) (82)
Ideal discrimination of discrete clinical endpoints using multilocus genotypes (2004) (82)
‘Amsterdam is Standing on Norway’ Part II: The Global North Atlantic in the Ecological Revolution of the Long Seventeenth Century (2010) (81)
International Electronic Health Record-Derived COVID-19 Clinical Course Profiles: The 4CE Consortium (2020) (81)
Structured sparse canonical correlation analysis for brain imaging genetics: an improved GraphNet method (2016) (81)
MnSOD polymorphism and breast cancer in a population-based case-control study. (2003) (80)
Multifactor dimensionality reduction for graphics processing units enables genome-wide testing of epistasis in sporadic ALS (2010) (79)
Causal Effect of Plasminogen Activator Inhibitor Type 1 on Coronary Heart Disease (2017) (78)
‘Amsterdam is Standing on Norway’ Part I: The Alchemy of Capital, Empire and Nature in the Diaspora of Silver, 1545–1648 (2010) (75)
Feature Selection using a Random Forests Classifier for the Integrated Analysis of Multiple Data Types (2006) (75)
Genetic basis for adverse events after smallpox vaccination. (2008) (75)
A Robust Multifactor Dimensionality Reduction Method for Detecting Gene–Gene Interactions with Application to the Genetic Analysis of Bladder Cancer Susceptibility (2011) (73)
Obesity Is Mediated by Differential Aryl Hydrocarbon Receptor Signaling in Mice Fed a Western Diet (2012) (72)
Polymorphisms in the brain-derived neurotrophic factor gene influence memory and processing speed one month after brain injury. (2012) (69)
Exploiting Expert Knowledge in Genetic Programming for Genome-Wide Genetic Analysis (2006) (69)
An information-gain approach to detecting three-way epistatic interactions in genetic association studies (2013) (68)
Metabolic rift or metabolic shift? dialectics, nature, and the world-historical method (2017) (68)
A Locus at 5q33.3 Confers Resistance to Tuberculosis in Highly Susceptible Individuals. (2016) (68)
Gene expression signatures for autoimmune disease in peripheral blood mononuclear cells (2004) (67)
Integrated analysis of genetic, genomic and proteomic data (2004) (66)
β2-Adrenergic receptor genotype and preterm delivery ☆ ☆☆ (2002) (66)
Electronic health records and polygenic risk scores for predicting disease risk (2020) (66)
International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium (2020) (66)
Genetic programming neural networks: A powerful bioinformatics tool for human genetics (2007) (65)
A Pilot Characterization of the Human Chronobiome (2017) (65)
Role of genetic heterogeneity and epistasis in bladder cancer susceptibility and outcome: a learning classifier system approach (2013) (64)
Investigating the parameter space of evolutionary algorithms (2017) (63)
Genome-Wide Genetic Analysis Using Genetic Programming: The Critical Need for Expert Knowledge (2007) (63)
Association of Homozygous Wild-Type Glutathione S-Transferase M1 Genotype with Increased Breast Cancer Risk (2004) (62)
Application Of Genetic Algorithms To The Discovery Of Complex Models For Simulation Studies In Human Genetics (2002) (61)
Next generation analytic tools for large scale genetic epidemiology studies of complex diseases (2012) (61)
Capitalism as World-Ecology (2003) (60)
Entropy‐based information gain approaches to detect and to characterize gene‐gene and gene‐environment interactions/correlations of complex diseases (2011) (59)
Ant Colony Optimization for Genome-Wide Genetic Analysis (2008) (59)
A novel survival multifactor dimensionality reduction method for detecting gene–gene interactions with application to bladder cancer prognosis (2010) (59)
An analysis pipeline with statistical and visualization-guided knowledge discovery for Michigan-style learning classifier systems (2012) (59)
Transcriptional Profiling in Coronary Artery Disease: Indications for Novel Markers of Coronary Collateralization (2006) (57)
Genome-Wide Analysis of Epistasis Using Multifactor Dimensionality Reduction: Feature Selection and Construction in the Domain of Human Genetics (2009) (57)
Detecting gene-gene interactions using a permutation-based random forest method (2016) (57)
Gene–gene interactions in folate and adenosine biosynthesis pathways affect methotrexate efficacy and tolerability in rheumatoid arthritis (2009) (57)
Design and Implementation of the International Genetics and Translational Research in Transplantation Network (2015) (56)
Benchmarking in Optimization: Best Practice and Open Issues (2020) (56)
Detecting, characterizing, and interpreting nonlinear gene-gene interactions using multifactor dimensionality reduction. (2010) (55)
Role for protein–protein interaction databases in human genetics (2009) (55)
Robustness, Evolvability, and the Logic of Genetic Regulation (2014) (55)
Effect of Genetic Variants, Especially CYP2C9 and VKORC1, on the Pharmacology of Warfarin (2012) (54)
Enabling Personal Genomics with an Explicit Test of Epistasis (2010) (54)
Examination of polymorphic glutathione S-transferase (GST) genes, tobacco smoking and prostate cancer risk among Men of African Descent: A case-control study (2009) (54)
Capitalist Development in World Historical Perspective (2001) (54)
Contemporary Symbolic Regression Methods and their Relative Performance (2021) (54)
Analysis of Gene‐Gene Interactions (2003) (54)
Detecting Pathway-Based Gene-Gene and Gene-Environment Interactions in Pancreatic Cancer (2008) (53)
Cytokine expression patterns associated with systemic adverse events following smallpox immunization. (2006) (52)
Routine discovery of complex genetic models using genetic algorithms (2004) (52)
Cheap Food and Bad Climate: From Surplus Value to Negative Value in the Capitalist World-Ecology (2015) (51)
Petri net modeling of high-order genetic systems using grammatical evolution. (2003) (51)
Effect of cardiopulmonary bypass on urea cycle intermediates and nitric oxide levels after congenital heart surgery. (2003) (48)
A Dietary-Wide Association Study (DWAS) of Environmental Metal Exposure in US Children and Adults (2014) (48)
Epistasis analysis using multifactor dimensionality reduction. (2015) (48)
Machine Learning for Detecting Gene-Gene Interactions: A Review (2011) (47)
Fetal exposures and perinatal influences on the stool microbiota of premature infants (2016) (47)
The application of michigan-style learning classifiersystems to address genetic heterogeneity and epistasisin association studies (2010) (47)
Cardiovascular Disease Risk Factors in Ghana during the Rural-to-Urban Transition: A Cross-Sectional Study (2016) (47)
Learning from electronic health records across multiple sites: A communication-efficient and privacy-preserving distributed algorithm (2019) (47)
Accelerating epistasis analysis in human genetics with consumer graphics hardware (2009) (46)
STatistical Inference Relief (STIR) feature selection (2018) (46)
Transcriptome-guided amyloid imaging genetic analysis via a novel structured sparse learning algorithm (2014) (46)
The gender-specific role of polymorphisms from the fibrinolytic, renin-angiotensin, and bradykinin systems in determining plasma t-PA and PAI-1 levels (2006) (45)
Multidimensional genetic programming for multiclass classification (2019) (45)
Symbolic Modeling of Epistasis (2007) (45)
Ecological Crises and the Agrarian Question in World-Historical Perspective (2008) (45)
Evaporative cooling feature selection for genotypic data involving interactions (2007) (45)
A role for CETP TaqIB polymorphism in determining susceptibility to atrial fibrillation: a nested case control study (2006) (45)
Bioinformatics challenges in genome-wide association studies (GWAS). (2014) (45)
Mapping Patient Trajectories using Longitudinal Extraction and Deep Learning in the MIMIC-III Critical Care Database (2017) (44)
Systems genetics for drug target discovery. (2011) (42)
Adapting bioinformatics curricula for big data (2015) (42)
Use of electronic health records to support a public health response to the COVID-19 pandemic in the United States: a perspective from 15 academic medical centers (2020) (42)
Measuring the microbiome: perspectives on advances in DNA-based techniques for exploring microbial life (2012) (42)
Diabetic Nephropathy Is Associated With Gene Expression Levels of Oxidative Phosphorylation and Related Pathways (2006) (42)
Ability of epistatic interactions of cytokine single-nucleotide polymorphisms to predict susceptibility to disease subsets in systemic sclerosis patients. (2008) (40)
Distinct patterns of DNA methylation in conventional adenomas involving the right and left colon (2014) (39)
Multifactor dimensionality reduction reveals a three-locus epistatic interaction associated with susceptibility to pulmonary tuberculosis (2013) (39)
Genome-Wide Association Study for Circulating Tissue Plasminogen Activator Levels and Functional Follow-Up Implicates Endothelial STXBP5 and STX2 (2014) (39)
Considerations for automated machine learning in clinical metabolic profiling: Altered homocysteine plasma concentration associated with metformin exposure (2017) (39)
Model selection for metabolomics: predicting diagnosis of coronary artery disease using automated machine learning (2019) (39)
A Probabilistic and Multi-Objective Analysis of Lexicase Selection and ε-Lexicase Selection (2019) (38)
A Novel Structure-Aware Sparse Learning Algorithm for Brain Imaging Genetics (2014) (38)
"This lofty mountain of silver could conquer the whole world": Potosí and the political ecology of underdevelopment, 1545-1800 (2010) (38)
What Every Reader Should Know About Studies Using Electronic Health Record Data but May Be Afraid to Ask (2021) (38)
The ENCODE Project and Perspectives on Pathways (2014) (38)
Recommendations to enhance rigor and reproducibility in biomedical research (2020) (37)
The Informative Extremes: Using Both Nearest and Farthest Individuals Can Improve Relief Algorithms in the Domain of Human Genetics (2010) (37)
Identification of a two-loci epistatic interaction associated with susceptibility to rheumatoid arthritis through reverse engineering and multifactor dimensionality reduction. (2007) (37)
Learning from local to global - an efficient distributed algorithm for modeling time-to-event data (2020) (36)
Instance-linked attribute tracking and feedback for michigan-style supervised learning classifier systems (2012) (36)
Predicting the difficulty of pure, strict, epistatic models: metrics for simulated model selection (2012) (36)
The multiscale backbone of the human phenotype network based on biological pathways (2014) (36)
Layers of epistasis: genome‐wide regulatory networks and network approaches to genome‐wide association studies (2011) (35)
Symbolic Discriminant Analysis for Mining Gene Expression Patterns (2001) (35)
Ion channels and schizophrenia: a gene set-based analytic approach to GWAS data for biological hypothesis testing (2012) (35)
Genetic Programming Neural Networks as a Bioinformatics Tool for Human Genetics (2004) (35)
Using Expert Knowledge to Guide Covering and Mutation in a Michigan Style Learning Classifier System to Detect Epistasis and Heterogeneity (2012) (34)
Connecting the dots between genes, biochemistry, and disease susceptibility: systems biology modeling in human genetics. (2003) (34)
ABCB1 and GST polymorphisms associated with TP53 status in breast cancer (2007) (34)
Nature and the transition from feudalism to capitalism (2003) (34)
Multiple Threshold Spatially Uniform ReliefF for the Genetic Analysis of Complex Human Diseases (2013) (34)
Development and Evaluation of an Open-Ended Computational Evolution System for the Genetic Analysis of Susceptibility to Common Human Diseases (2008) (33)
SLC39A2 and FSIP1 polymorphisms as potential modifiers of arsenic-related bladder cancer (2012) (33)
A call for biological data mining approaches in epidemiology (2016) (33)
The Crisis of Feudalism (2002) (33)
Microarray analysis of cytoplasmic versus whole cell RNA reveals a considerable number of missed and false positive mRNAs. (2009) (32)
Cancer heterogeneity: origins and implications for genetic association studies. (2012) (32)
A Cellular Automata Approach to Detecting Interactions Among Single-nucleotide Polymorphisms in Complex Multifactorial Diseases (2001) (32)
CLCNKB-T481S and essential hypertension in a Ghanaian population (2009) (32)
An Expert Knowledge-Guided Mutation Operator for Genome-Wide Genetic Analysis Using Genetic Programming (2007) (31)
Epistatic effects of polymorphisms in genes from the renin-angiotensin, bradykinin, and fibrinolytic systems on plasma t-PA and PAI-1 levels. (2007) (31)
Analysis of Gene‐Gene Interactions (2003) (30)
Gene Expression Differences in Skin Fibroblasts in Identical Twins Discordant for Type 1 Diabetes (2012) (30)
Gene expression profiles in human autoimmune disease. (2003) (30)
Rapid Rule Compaction Strategies for Global Knowledge Discovery in a Supervised Learning Classifier System (2013) (30)
Meta-analysis of Randomized Controlled Trials of Genotype-Guided vs Standard Dosing of Warfarin. (2015) (29)
Genomic mining for complex disease traits with “random chemistry” (2007) (29)
A statistical comparison of grammatical evolution strategies in the domain of human genetics (2005) (29)
Evolutionary dynamics on multiple scales: a quantitative analysis of the interplay between genotype, phenotype, and fitness in linear genetic programming (2012) (29)
Interaction among apoptosis-associated sequence variants and joint effects on aggressive prostate cancer (2012) (29)
Profiles of gene expression in human autoimmune disease (2007) (29)
Personalized Medicine: Genetic Variation and Loss of Physiologic Complexity Are Associated With Mortality in 644 Trauma Patients (2009) (29)
PLATO software provides analytic framework for investigating complexity beyond genome-wide association studies (2017) (28)
EBIC: an evolutionary‐based parallel biclustering algorithm for pattern discovery (2018) (28)
Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics (2007) (28)
Dissecting trait heterogeneity: a comparison of three clustering methods applied to genotypic data (2006) (28)
Exploratory Visual Analysis of Pharmacogenomic Results (2004) (28)
Selective repression of retinoic acid target genes by RIP140 during induced tumor cell differentiation of pluripotent human embryonal carcinoma cells (2007) (28)
Diverse convergent evidence in the genetic analysis of complex disease: coordinating omic, informatic, and experimental evidence to better identify and validate risk factors (2014) (28)
A System for Accessible Artificial Intelligence (2017) (28)
Reporting of model validation procedures in human studies of genetic interactions. (2004) (27)
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation (2012) (27)
Analysis of gene-gene interactions. (2011) (27)
A Simple and Computationally Efficient Sampling Approach to Covariate Adjustment for Multifactor Dimensionality Reduction Analysis of Epistasis (2010) (27)
Filling the gap between biology and computer science (2008) (27)
Embracing Complex Associations in Common Traits: Critical Considerations for Precision Medicine. (2016) (27)
Co‐localization of differentially expressed genes and shared susceptibility loci in human autoimmunity (2004) (27)
No association between variant DNA repair genes and prostate cancer risk among men of African descent (2009) (27)
ODAL: A one-shot distributed algorithm to perform logistic regressions on electronic health records data from multiple clinical sites (2018) (27)
Genetic pathway‐based hierarchical clustering analysis of older adults with cognitive complaints and amnestic mild cognitive impairment using clinical and neuroimaging phenotypes (2010) (27)
PMLB v1.0: an open-source dataset collection for benchmarking machine learning methods (2020) (27)
Additive Functions in Boolean Models of Gene Regulatory Network Modules (2011) (26)
A chromosome 5q31.1 locus associates with tuberculin skin test reactivity in HIV-positive individuals from tuberculosis hyper-endemic regions in east Africa (2017) (25)
Optimal Use of Expert Knowledge in Ant Colony Optimization for the Analysis of Epistasis in Human Disease (2009) (25)
Erratum to: Why epistasis is important for tackling complex human disease genetics (2015) (25)
The Association of the Metabolic Syndrome with PAI-1 and t-PA Levels (2011) (25)
Genetic Programming Theory and Practice XI (2014) (25)
Evolving phenotypes of non-hospitalized patients that indicate long COVID (2021) (24)
Confronting complexity in late‐onset Alzheimer disease: application of two‐stage analysis approach addressing heterogeneity and epistasis (2008) (24)
Continuous correction of differential path length factor in near-infrared spectroscopy (2013) (24)
An Extended Michigan-Style Learning Classifier System for Flexible Supervised Learning, Classification, and Data Mining (2014) (24)
Characterizing gene-gene interactions in a statistical epistasis network of twelve candidate genes for obesity (2015) (23)
Exploiting graphics processing units for computational biology and bioinformatics (2010) (23)
Learning feature spaces for regression with genetic programming (2020) (22)
Collective feature selection to identify crucial epistatic variants (2018) (22)
SNCA and mTOR Pathway Single Nucleotide Polymorphisms Interact to Modulate the Age at Onset of Parkinson's Disease (2019) (22)
Incorporation of Biological Knowledge Into the Study of Gene-Environment Interactions (2017) (22)
Genetic interactions model among Eotaxin gene polymorphisms in asthma (2008) (22)
Marx's Ecology and the Environmental History of World Capitalism (2001) (22)
Cross Validation Consistency for the Assessment of Genetic Programming Results in Microarray Studies (2003) (22)
Interpretation of machine learning predictions for patient outcomes in electronic health records (2019) (21)
Genetic Simulation Tools for Post‐Genome Wide Association Studies of Complex Diseases (2015) (21)
Ideas for how informaticians can get involved with COVID-19 research (2020) (21)
Principal component gene set enrichment (PCGSE) (2014) (21)
Does Complexity Matter? Artificial Evolution, Computational Evolution and the Genetic Analysis of Epistasis in Common Human Diseases. (2009) (21)
Plasminogen Activator Inhibitor‐1 and Diagnosis of the Metabolic Syndrome in a West African Population (2016) (20)
Robustness, Evolvability, and Accessibility in Linear Genetic Programming (2011) (20)
Ecogeographic genetic epidemiology (2009) (20)
Preparing next-generation scientists for biomedical big data: artificial intelligence approaches. (2019) (20)
Validation of an Internationally Derived Patient Severity Phenotype to Support COVID-19 Analytics from Electronic Health Record Data (2021) (20)
runibic: a Bioconductor package for parallel row-based biclustering of gene expression data (2017) (20)
Braudel and Marx on Environmental History (2003) (20)
Learning concise representations for regression by evolving networks of trees (2018) (20)
SNP characteristics predict replication success in association studies (2014) (20)
Braudel and Marx on Environmental History (2003) (20)
Evolving hard problems: Generating human genetics datasets with a complex etiology (2011) (20)
Diagnostic biomarkers to differentiate sepsis from cytokine release syndrome in critically ill children. (2020) (20)
Epistasis, complexity, and multifactor dimensionality reduction. (2013) (19)
Genetic Programming Theory and Practice X (2013) (19)
Specific Polymorphic Variation in the Mitochondrial Genome and Increased In-Hospital Mortality After Severe Trauma (2007) (19)
Tissue‐specific network‐based genome wide study of amygdala imaging phenotypes to identify functional interaction modules (2017) (19)
Statistical Epistasis Networks Reduce the Computational Complexity of Searching Three-Locus Genetic Models (2012) (19)
Variant Set Enrichment: an R package to identify disease-associated functional genomic regions (2017) (19)
Activation of cryptic 3' splice sites within introns of cellular genes following gene entrapment. (2004) (19)
Methods for enhancing the reproducibility of biomedical research findings using electronic health records (2017) (19)
HSD3B and Gene-Gene Interactions in a Pathway-Based Analysis of Genetic Susceptibility to Bladder Cancer (2012) (19)
The role of the apolipoprotein E polymorphism in the prediction of coronary artery disease age of onset (1997) (18)
Identifying significant gene‐environment interactions using a combination of screening testing and hierarchical false discovery rate control (2016) (18)
Differential Gene Expression in Diabetic Nephropathy in Individuals With Type 1 Diabetes. (2015) (18)
Evolutionary computation: the next major transition of artificial intelligence? (2017) (18)
Toward the automated analysis of complex diseases in genome-wide association studies using genetic programming (2017) (18)
The effects of polymorphisms in genes from the renin–angiotensin, bradykinin, and fibrinolytic systems on plasma t-PA and PAI-1 levels are dependent on environmental context (2007) (17)
Genome-Wide Association Study for Circulating Tissue Plasminogen Activator Levels and Functional Follow-Up Implicates Endothelial STXBP 5 and STX 2 (2014) (17)
Genomics and proteomics of lung disease: conference summary. (2007) (17)
Meta-dimensional data integration identifies critical pathways for susceptibility, tumorigenesis and progression of endometrial cancer (2016) (17)
The influence of assortativity on the robustness of signal-integration logic in gene regulatory networks. (2012) (17)
Sensible initialization using expert knowledge for genome-wide analysis of epistasis using genetic programming (2009) (17)
Integration of genetic and clinical information to improve imputation of data missing from electronic health records (2019) (17)
Using the Bipartite Human Phenotype Network to Reveal Pleiotropy and Epistasis Beyond the Gene (2013) (17)
PIE: A prior knowledge guided integrated likelihood estimation method for bias reduction in association studies using electronic health records data (2017) (17)
Evolutionary Computation in Microarray Data Analysis (2002) (17)
Complex and dynamic population structures: synthesis, open questions, and future directions (2013) (17)
Genetic architecture of tissue-type plasminogen activator and plasminogen activator inhibitor-1. (2008) (17)
Convergence of dispersed regulatory mutations predicts driver genes in prostate cancer (2016) (16)
gammaMAXT: a fast multiple-testing correction algorithm (2015) (16)
A General Feature Engineering Wrapper for Machine Learning Using \epsilon -Lexicase Survival (2017) (16)
Identifying gene-gene interactions that are highly associated with Body Mass Index using Quantitative Multifactor Dimensionality Reduction (QMDR) (2015) (16)
Meta-analysis of Complex Diseases at Gene Level with Generalized Functional Linear Models (2015) (16)
Epistasis analysis using information theory. (2015) (16)
Grammatical Evolution for the Discovery of Petri Net Models of Complex Genetic Systems (2003) (16)
The Application of Pittsburgh-Style Learning Classifier Systems to Address Genetic Heterogeneity and Epistasis in Association Studies (2010) (16)
Communications: The Transnational Ruling Class Formation Thesis: A Symposium (2001) (16)
The limits of p-values for biological data mining (2013) (15)
Genetic variation in the autonomic nervous system affects mortality: a study of 1,095 trauma patients. (2009) (15)
Epistasis analysis using ReliefF. (2015) (15)
Genetic programming approaches to learning fair classifiers (2020) (15)
A System‐Level Pathway‐Phenotype Association Analysis Using Synthetic Feature Random Forest (2014) (15)
Interleukin-1 gene complex single nucleotide polymorphisms in systemic sclerosis: a further step ahead. (2008) (15)
A comparison of methods for interpreting random forest models of genetic association in the presence of non-additive interactions (2020) (15)
Environmental Sensing of Expert Knowledge in a Computational Evolution System for Complex Problem Solving in Human Genetics (2010) (15)
Two-dimensional enrichment analysis for mining high-level imaging genetic associations (2016) (15)
El auge de la ecología-mundo capitalista (II): las fronteras mercantiles en el auge y decadencia de la apropiación máxima (2013) (15)
H3K27ac acetylome signatures reveal the epigenomic reorganization in remodeled non-failing human hearts (2020) (15)
Wall Street is a way of organizing nature : an interview with Jason W. Moore (2011) (15)
Druggability of Coronary Artery Disease Risk Loci (2018) (15)
International Comparisons of Harmonized Laboratory Value Trajectories to Predict Severe COVID-19: Leveraging the 4CE Collaborative Across 342 Hospitals and 6 Countries: A Retrospective Cohort Study (2020) (15)
A probabilistic and multi-objective analysis of lexicase selection and epsilon-lexicase selection. (2017) (15)
Problems with genome-wide association studies. (2007) (15)
Madeira, Sugar, a the Conquest of Nature in the ‘First’ Sixteenth Century, Part I : From ‘Island of Timber’ to Sugar Revolution, 1420-1506 (2009) (14)
Human Microbiome Visualization Using 3d Technology (2011) (14)
The influence of assortativity on the robustness and evolvability of gene regulatory networks upon gene birth (2013) (14)
Plasma biomarkers associated with adverse outcomes in patients with calcific aortic stenosis (2021) (14)
Benchmarking Relief-Based Feature Selection Methods (2017) (14)
Artificial Intelligence Based Approaches to Identify Molecular Determinants of Exceptional Health and Life Span-An Interdisciplinary Workshop at the National Institute on Aging (2019) (14)
Robust-ODAL: Learning from heterogeneous health systems without sharing patient-level data (2019) (14)
Harnessing publicly available genetic data to prioritize lipid modifying therapeutic targets for prevention of coronary heart disease based on dysglycemic risk (2016) (14)
Risk estimation using probability machines (2014) (14)
Genetic Programming Representations for Multi-dimensional Feature Learning in Biomedical Classification (2017) (14)
DNAp: A Pipeline for DNA-seq Data Analysis (2018) (14)
Hippocampal transcriptome-guided genetic analysis of correlated episodic memory phenotypes in Alzheimer's disease (2015) (13)
The Capitalocene and Planetary Justice (2019) (13)
Evidence for epistatic interactions in antiepileptic drug resistance (2011) (13)
Remaking Work, Remaking Space: Spaces of Production and Accumulation in the Reconstruction of American Capitalism, 1865-1920 (2002) (13)
Indoor and outdoor air pollution and lung cancer in New Hampshire and Vermont (2012) (13)
The Effects of Recombination on Phenotypic Exploration and Robustness in Evolution (2014) (13)
A population-based study in Ghana to investigate inter-individual variation in plasma t-PA and PAI-1. (2007) (13)
Cellular Automata and Genetic Algorithms for Parallel Problem Solving in Human Genetics (2002) (13)
Using Machine Learning on Home Health Care Assessments to Predict Fall Risk (2019) (13)
Exploring Interestingness in a Computational Evolution System for the Genome-Wide Genetic Analysis of Alzheimer's Disease (2013) (13)
GN-SCCA: GraphNet Based Sparse Canonical Correlation Analysis for Brain Imaging Genetics (2015) (13)
Integrative genomics analyses unveil downstream biological effectors of disease-specific polymorphisms buried in intergenic regions (2016) (13)
Grid-based stochastic search for hierarchical gene-gene interactions in population-based genetic studies of common human diseases (2017) (12)
An Improved Grammatical Evolution Strategy for Hierarchical Petri Net Modeling of Complex Genetic Systems (2004) (12)
Influence networks based on coexpression improve drug target discovery for the development of novel cancer therapeutics (2014) (12)
The tip of the iceberg: challenges of accessing hospital electronic health record data for biological data mining (2016) (12)
Considerations for higher efficiency and productivity in research activities (2016) (12)
Value in the web of life, or, Why world history matters to geography (2017) (12)
Solving Complex Problems in Human Genetics using Nature-Inspired Algorithms Requires Strategies which Exploit Domain-Specific Knowledge (2010) (12)
A maximum likelihood approach to electronic health record phenotyping using positive and unlabeled patients (2019) (12)
Genes in the insulin and insulin-like growth factor pathway and odds of metachronous colorectal neoplasia (2011) (12)
Fast genome-wide epistasis analysis using ant colony optimization for multifactor dimensionality reduction analysis on graphics processing units (2010) (12)
Identifying gene–gene interactions that are highly associated with four quantitative lipid traits across multiple cohorts (2017) (12)
Analysis validation has been neglected in the Age of Reproducibility (2018) (12)
Cardiovascular Risk Associated with Interactions among Polymorphisms in Genes from the Renin-Angiotensin, Bradykinin, and Fibrinolytic Systems (2010) (12)
The Role of Genetic Ancestry as a Risk Factor for Primary Open-angle Glaucoma in African Americans (2021) (12)
Interaction between allelic variations in vitamin D receptor and retinoid X receptor genes on metabolic traits (2014) (12)
Mining the diseasome (2011) (12)
Semantic variation operators for multidimensional genetic programming (2019) (12)
Conservation machine learning: a case study of random forests (2021) (12)
Sensible Initialization of a Computational Evolution System Using Expert Knowledge for Epistasis Analysis in Human Genetics (2010) (11)
World accumulation and planetary life, or, why capitalism will not survive until the ‘last tree is cut’ (2017) (11)
Toward robust network based complex systems: from evolutionary cellular automata to biological models (2011) (11)
SGP-DT: Semantic Genetic Programming Based on Dynamic Targets (2020) (11)
A heuristic method for simulating open-data of arbitrary complexity that can be used to compare and evaluate machine learning methods (2018) (11)
Transfer learning with chest X-rays for ER patient classification (2020) (11)
Phenotypic Robustness and the Assortativity Signature of Human Transcription Factor Networks (2014) (11)
Systems Biology Modeling in Human Genetics Using Petri Nets and Grammatical Evolution (2004) (11)
No-boundary thinking in bioinformatics research (2013) (11)
The Training of Next Generation Data Scientists in Biomedicine (2017) (11)
Regional imaging genetic enrichment analysis (2019) (11)
Optimization of gene set annotations via entropy minimization over variable clusters (EMVC) (2014) (11)
Gene ontology analysis of pairwise genetic associations in two genome-wide studies of sporadic ALS (2012) (11)
Functional dyadicity and heterophilicity of gene-gene interactions in statistical epistasis networks (2015) (11)
Genetic variation in complement component 2 of the classical complement pathway is associated with increased mortality and infection: a study of 627 patients with trauma. (2009) (11)
Evaluation of a discrete dynamic systems approach for modeling the hierarchical relationship between genes, biochemistry, and disease susceptibility (2003) (11)
Metabolomics Insights in Early Childhood Caries (2021) (11)
Predicting targeted drug combinations based on Pareto optimal patterns of coexpression network connectivity (2014) (10)
Solving Complex Problems in Human Genetics Using Genetic Programming: The Importance of Theorist-Practitionercomputer Interaction (2008) (10)
Multilocus pattern recognition using cellular automata and parallel genetic algorithms (2001) (10)
Studying the Genetics of Complex Disease With Ancestry‐Specific Human Phenotype Networks: The Case of Type 2 Diabetes in East Asian Populations (2016) (10)
The Cosmos Collaborative: A Vendor-Facilitated Electronic Health Record Data Aggregation Platform (2021) (10)
The future of genomic medicine education in Africa (2015) (10)
Lumping versus splitting: the need for biological data mining in precision medicine (2015) (10)
Validation of a Derived International Patient Severity Phenotype to Support COVID-19 Analytics from Electronic Health Record Data (2020) (10)
Genetic Analysis of Prostate Cancer Using Computational Evolution, Pareto-Optimization and Post-processing (2013) (10)
Genome wide-association study identifies novel loci in the Primary Open-Angle African American Glaucoma Genetics (POAAGG) study (2020) (10)
Structured sparse CCA for brain imaging genetics via graph OSCAR (2016) (10)
Discovery and fine-mapping of height loci via high-density imputation of GWASs in individuals of African ancestry. (2021) (10)
Environmental noise improves epistasis models of genetic data discovered using a computational evolution system (2009) (10)
Complex Function Sets Improve Symbolic Discriminant Analysis of Microarray Data (2003) (9)
Ensemble representation learning: an analysis of fitness and survival for wrapper-based genetic programming methods (2017) (9)
To know the objective is not (necessarily) to know the objective function (2018) (9)
Robustness and Evolvability of Recombination in Linear Genetic Programming (2013) (9)
Multi-class computational evolution: development, benchmark evaluation and application to RNA-Seq biomarker discovery (2017) (9)
EBIC: an open source software for high-dimensional and big data analyses (2019) (9)
Heuristic Identification of Biological Architectures for Simulating Complex Hierarchical Genetic Interactions (2014) (9)
Systems Genetics of Alcoholism (2008) (9)
Identifying and Harnessing the Building Blocks of Machine Learning Pipelines for Sensible Initialization of a Data Science Automation Tool (2016) (9)
Multinational Prevalence of Neurological Phenotypes in Patients Hospitalized with COVID-19 (2021) (9)
Leveraging epigenomics and contactomics data to investigate SNP pairs in GWAS (2018) (9)
Inferring Human Phenotype Networks from Genome-Wide Genetic Associations (2013) (9)
Genetics of Plasminogen Activator Inhibitor-1 (PAI-1) in a Ghanaian Population (2015) (9)
Application of HapMap data to the evaluation of 8 candidate genes for pediatric slow transit constipation. (2007) (9)
El fin de la naturaleza barata: O cómo aprendí a dejar de preocuparme por “el” medioambiente y amar la crisis del capitalismo (2016) (9)
Translational Bioinformatics: Biobanks in the Precision Medicine Era (2019) (9)
Scalable biclustering — the future of big data exploration? (2019) (9)
Differential Response to High Glucose in Skin Fibroblasts of Monozygotic Twins Discordant for Type 1 Diabetes. (2015) (9)
A Bipartite Network Approach to Inferring Interactions Between Environmental Exposures and Human Diseases (2014) (9)
Eleven quick tips for architecting biomedical informatics workflows with cloud computing (2018) (9)
Visual analysis of statistical results from microarray studies of human breast cancer. (2006) (9)
Continuous Endpoint Data Mining with ExSTraCS: A Supervised Learning Classifier System (2015) (9)
The role of visualization and 3-D printing in biological data mining (2015) (8)
Phenotype validation in electronic health records based genetic association studies (2017) (8)
Solution and Fitness Evolution (SAFE): Coevolving Solutions and Their Objective Functions (2019) (8)
Exploratory Visual Analysis of Statistical Results from Microarray Experiments Comparing High and Low Grade Glioma (2007) (8)
SPARCoC: A New Framework for Molecular Pattern Discovery and Cancer Gene Identification (2015) (8)
Exploring the coevolution of predator and prey morphology and behavior (2016) (8)
Benchmarking Manifold Learning Methods on a Large Collection of Datasets (2020) (8)
AddGBoost: A gradient boosting-style algorithm based on strong learners (2021) (8)
Using expert knowledge in initialization for genome-wide analysis of epistasis using genetic programming (2008) (8)
Epistasis: Methods and Protocols (2021) (8)
Unsupervised Modeling and Genome-Wide Association Identify Novel Features of Allergic March Trajectories. (2020) (8)
Data synthesis and method evaluation for brain imaging genetics (2014) (8)
Evaluating recommender systems for AI-driven biomedical informatics (2019) (8)
Network-Guided Sparse Learning for Predicting Cognitive Outcomes from MRI Measures (2013) (8)
Retooling Fitness for Noisy Problems in a Supervised Michigan-style Learning Classifier System (2015) (8)
Human-Computer Interaction in a Computational Evolution System for the Genetic Analysis of Cancer (2011) (8)
The golden era of biomedical informatics has begun (2016) (7)
A general feature engineering wrapper for machine learning using-lexicase survival (2017) (7)
treeheatr: an R package for interpretable decision tree visualizations (2020) (7)
A classification and characterization of two-locus, pure, strict, epistatic models for simulation and detection (2014) (7)
Attribute tracking: strategies towards improved detection and characterization of complex associations (2018) (7)
Sex, Adiposity, and Hypertension Status Modify the Inverse Effect of Marine Food Intake on Blood Pressure in Alaska Native (Yup'ik) People. (2015) (7)
Pacific symposium on biocomputing 2011 (2011) (7)
Complex systems analysis of bladder cancer susceptibility reveals a role for decarboxylase activity in two genome-wide association studies (2016) (7)
Multiomics single-cell analysis of human pancreatic islets reveals novel cellular states in health and type 1 diabetes (2021) (7)
An augmented estimation procedure for EHR-based association studies accounting for differential misclassification (2019) (7)
Evolutionary triangulation: informing genetic association studies with evolutionary evidence (2016) (7)
Comparing drug safety of hepatitis C therapies using post-market data (2019) (7)
Education Chapter 11 : Genome-Wide Association Studies (2012) (7)
Discovery and replication of SNP-SNP interactions for quantitative lipid traits in over 60,000 individuals (2017) (7)
Capital, territory, and hegemony over the "longue duree" (2001) (7)
Integrative Functional Annotation of 52 Genetic Loci Influencing Myocardial Mass Identifies Candidate Regulatory Variants and Target Genes (2019) (7)
Is deep learning necessary for simple classification tasks? (2020) (7)
Identification of epistatic interactions between the human RNA demethylases FTO and ALKBH5 with gene set enrichment analysis informed by differential methylation (2018) (7)
Computational methods for genetics of complex traits (2010) (7)
Genetic and Evolutionary Computation Conference 2008 : GECCO 2008 (2008) (7)
Exploiting Expert Knowledge of Protein-Protein Interactions in a Computational Evolution System for Detecting Epistasis (2011) (7)
Confronting the Popular Anthropocene: Toward an Ecology of Hope (2017) (7)
Bases, Bits and Disease: Bases, bits and disease: a mathematical theory of human genetics (2008) (7)
OMNIREP: originating meaning by coevolving encodings and representations (2019) (7)
Value, nature, and the vortex of accumulation (2018) (7)
Network Modeling of Statistical Epistasis (2013) (7)
Big data - a 21st century science Maginot Line? No-boundary thinking: shifting from the big data paradigm (2015) (6)
The disconnect between classical biostatistics and the biological data mining community (2013) (6)
Supervising Random Forest Using Attribute Interaction Networks (2013) (6)
Embedding covariate adjustments in tree-based automated machine learning for biomedical big data analyses (2020) (6)
Computational genetics analysis of grey matter density in Alzheimer’s disease (2014) (6)
Proceedings of the 14th annual conference on Genetic and evolutionary computation (2012) (6)
Genome-wide association studies for the identification of biomarkers in metabolic diseases. (2010) (6)
The genetic interacting landscape of 63 candidate genes in Major Depressive Disorder: an explorative study (2014) (6)
Functional genomics annotation of a statistical epistasis network associated with bladder cancer susceptibility (2014) (6)
Global identifiability of latent class models with applications to diagnostic test accuracy studies: A Gröbner basis approach (2019) (6)
Robustness, evolvability, and accessibility in the signal-integration space of gene regulatory circuits (2011) (6)
Long-term kidney function recovery and mortality after COVID-19-associated acute kidney injury: An international multi-centre observational cohort study (2022) (6)
Nature-inspired algorithms for the genetic analysis of epistasis in common human diseases: Theoretical assessment of wrapper vs. filter approaches (2009) (6)
Key genes for modulating information flow play a temporal role as breast tumor coexpression networks are dynamically rewired by letrozole (2013) (6)
Characterizing and Managing Missing Structured Data in Electronic Health Records (2017) (6)
Multi-task learning based structured sparse canonical correlation analysis for brain imaging genetics (2021) (6)
Genetic Population Structure Analysis in New Hampshire Reveals Eastern European Ancestry (2009) (6)
A screening-testing approach for detecting gene-environment interactions using sequential penalized and unpenalized multiple logistic regression. (2014) (6)
The phenomics and genetics of addictive and affective comorbidity in opioid use disorder. (2021) (6)
An Independent Filter for Gene Set Testing Based on Spectral Enrichment (2015) (6)
Applications of Bioinformatics to Non-Coding RNAs in the Era of Next-Generation Sequencing (2013) (6)
Epistasis analysis using artificial intelligence. (2015) (6)
Prevalence and Characterization of Yoga Mentions in the Electronic Health Record (2019) (6)
Big Data analysis on autopilot? (2013) (6)
A global test for gene‐gene interactions based on random matrix theory (2016) (5)
Mass Spectrometry Direct-Tissue Matrix-Assisted Laser Desorption Ionization Proteomic-Based Prognosis of Brain Tumor Patients Using (2005) (5)
.Capitalism over the Longue Duree: A Review Essay (1997) (5)
Solving complex problems in human genetics using GP: challenges and opportunities (2008) (5)
Genetic analysis of coronary artery disease using tree-based automated machine learning informed by biology-based feature selection (2021) (5)
Genetic programming theory and practice: a fifteen-year trajectory (2019) (5)
Improving machine learning reproducibility in genetic association studies with proportional instance cross validation (PICV) (2018) (5)
Artificial Immune Systems for Epistasis Analysis in Human Genetics (2010) (5)
Identification of Novel Genetic Models of Glaucoma Using the "EMERGENT" Genetic Programming-Based Artificial Intelligence System (2014) (5)
DL-PRS: a novel deep learning approach to polygenic risk scores (2021) (5)
Bioinformatics: what the clinical laboratorian needs to know and prepare for. (2013) (5)
(RE)DISCOVERING MARX'S MATERIALISM (2001) (5)
Epistatic Interactions in Genetic Regulation of t-PA and PAI-1 Levels in a Ghanaian Population (2011) (5)
The Socio-Ecological Crises of Capitalism (2011) (5)
Training the Next Generation of Quantitative Biologists in the Era of Big Data (2014) (5)
Genome-wide epistasis and pleiotropy characterized by the bipartite human phenotype network. (2015) (5)
Leveraging putative enhancer-promoter interactions to investigate two-way epistasis in Type 2 Diabetes GWAS (2017) (5)
Spectral gene set enrichment (SGSE) (2014) (5)
Genome-Wide Genetic Interaction Analysis of Glaucoma Using Expert Knowledge Derived from Human Phenotype Networks (2014) (5)
An Integrated Network Approach to Identifying Biological Pathways and Environmental Exposure Interactions in Complex Diseases (2016) (5)
TPOT-NN: augmenting tree-based automated machine learning with neural network estimators (2021) (5)
Knowledge-guided deep learning models of drug toxicity improve interpretation (2022) (4)
¿Trabajo Barato?: Tiempo, Capital y la Reproducción de la Naturaleza Humana (2017) (4)
Conservation machine learning (2020) (4)
Testing multiple hypotheses through IMP weighted FDR based on a genetic functional network with application to a new zebrafish transcriptome study (2014) (4)
Multinational characterization of neurological phenotypes in patients hospitalized with COVID-19 (2021) (4)
Gene Set Enrichment Analyses: lessons learned from the heart failure phenotype (2017) (4)
TargetTox: A Feature Selection Pipeline for Identifying Predictive Targets Associated with Drug Toxicity (2021) (4)
Behavioral search drivers and the role of elitism in soft robotics (2018) (4)
Machine Learning to Predict Toxicity in Head and Neck Cancer Patients Treated with Definitive Chemoradiation (2019) (4)
Addressing the Challenges of Detecting Epistasis in Genome-Wide Association Studies of Common Human Diseases Using Biological Expert Knowledge (2011) (4)
Genetic Effects on the Correlation Structure of CVD Risk Factors: Exome-Wide Data From a Ghanaian Population. (2017) (4)
Scaling tree-based automated machine learning to biomedical big data with a dataset selector (2018) (4)
EBIC: an artificial intelligence-based parallel biclustering algorithm for pattern discovery (2018) (4)
Bladder cancer specific pathway interaction networks (2013) (4)
Improving QSAR Modeling for Predictive Toxicology using Publicly Aggregated Semantic Graph Data and Graph Neural Networks (2021) (4)
Harnessing electronic health records to study emerging environmental disasters: a proof of concept with perfluoroalkyl substances (PFAS) (2020) (4)
SMAD4‐dependent polysome RNA recruitment in human pancreatic cancer cells (2012) (4)
SGP-DT: towards effective symbolic regression with a semantic GP approach based on dynamic targets (2020) (4)
Pareto Inspired Multi-objective Rule Fitness for Noise-Adaptive Rule-Based Machine Learning (2016) (4)
EBIC: a next-generation evolutionary-based parallel biclustering method (2018) (4)
Embracing study heterogeneity for finding genetic interactions in large‐scale research consortia (2020) (4)
Mask functions for the symbolic modeling of epistasis using genetic programming (2008) (4)
A manifesto on explainability for artificial intelligence in medicine (2022) (4)
The promise of automated machine learning for the genetic analysis of complex traits (2021) (4)
How computational thought experiments can improve our understanding of the genetic architecture of common human diseases (2018) (4)
Corrigendum to: Recommendations to enhance rigor and reproducibility in biomedical research (2020) (4)
A regression framework to uncover pleiotropy in large-scale electronic health record data (2019) (4)
Evaluating recommender systems for AI-driven data science (2019) (4)
Why Is the Electronic Health Record So Challenging for Research and Clinical Care? (2021) (4)
Building the Next Generation of Quantitative Biologists (2013) (3)
Evolution of active categorical image classification via saccadic eye movement (2016) (3)
Optimal Use of Biological Expert Knowledge from Literature Mining in Ant Colony Optimization for Analysis of Epistasis in Human Disease (2013) (3)
Spatial Pyramid Pooling With 3D Convolution Improves Lung Cancer Detection (2020) (3)
A Model Free Method to Generate Human Genetics Datasets with Complex Gene-Disease Relationships (2010) (3)
Shared Genetic Architecture and Causal Relationship Between Asthma and Cardiovascular Diseases: A Large-Scale Cross-Trait Analysis (2022) (3)
A multi-core parallelization strategy for statistical significance testing in learning classifier systems (2013) (3)
Image feature learning with a genetic programming autoencoder (2020) (3)
GLOBALIZATION IN HISTORICAL PERSPECTIVE. (2001) (3)
International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality (2022) (3)
International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality (2022) (3)
Why mind-body medicine is poised to set a new standard for clinical research. (2019) (3)
Del gran abaratamiento a la gran implosión. Clase, clima y la Gran Frontera (2021) (3)
Identification of SNPs associated with variola virus virulence (2013) (3)
EBIC.JL: an efficient implementation of evolutionary biclustering algorithm in Julia (2021) (3)
An Analysis of New Expert Knowledge Scaling Methods for Biologically Inspired Computing (2009) (3)
The Role of Genetic Interactions in Neurodevelopmental Disorders (2015) (3)
Image Feature Learning with Genetic Programming (2020) (3)
Dissecting the obesity disease landscape: Identifying gene-gene interactions that are highly associated with body mass index (2014) (3)
EBIC: a scalable biclustering method for large scale data analysis (2019) (3)
$ε$-Lexicase selection: a probabilistic and multi-objective analysis of lexicase selection in continuous domains (2017) (3)
Population Exploration on Genotype Networks in Genetic Programming (2014) (3)
Case contamination in electronic health records based case‐control studies (2020) (3)
Bipartite Networks Show the Genotype-to-Phenotype Relationship in Biological Systems Models: A Study of the Robustness, Evolvability, and Accessibility in Linear Cellular Automata (2013) (3)
Automated discovery of test statistics using genetic programming (2018) (3)
Data mining and the evolution of biological complexity (2011) (3)
Generative and reproducible benchmarks or comprehensive evaluation machine learning classifiers (2021) (3)
Mining Regional Imaging Genetic Associations via Voxel-wise Enrichment Analysis (2019) (3)
Ten important roles for academic leaders to promote equity, diversity, and inclusion in data science (2021) (3)
Lévy-Flight Genetic Programming: Towards a New Mutation Paradigm (2012) (3)
How Computational Experiments Can Improve Our Understanding of the Genetic Architecture of Common Human Diseases (2020) (3)
Genome-wide association study for circulating levels of plasminogen activator inhibitor-1 (PAI-1) provides novel insights into the regulation of PAI-1 Running title: HUANG et al., GENETIC LOCI ASSOCIATED WITH PAI-1 (2012) (3)
Epistasis (2019) (3)
MICROBIOME STUDIES: ANALYTICAL TOOLS AND TECHNIQUES (2011) (3)
Bicliques in Graphs with Correlated Edges: From Artificial to Biological Networks (2016) (3)
The Role of Mutations in Whole Genome Duplication (2012) (3)
From MEGATON to RASCAL: Surfing the Parameter Space of Evolutionary Algorithms (2017) (3)
High Performance Parallel Disease Detection : an Artificial Immune System for Graphics Processing Units (2010) (3)
Improved Power of Sib-Pair Linkage Analysis Using Measures of Complex Trait Dynamics (2001) (3)
Advances in Brief Association of Homozygous Wild-Type Glutathione S-Transferase M 1 Genotype with Increased Breast Cancer Risk (2004) (3)
Exploration of a diversity of computational and statistical measures of association for genome-wide genetic studies (2019) (3)
Up For A Challenge (U4C): Stimulating innovation in breast cancer genetic epidemiology (2017) (3)
Testing the assumptions of parametric linear models: the need for biological data mining in disciplines such as human genetics (2019) (2)
Multifactor dimensionality reduction analysis identifies specific nucleotide patterns promoting genetic polymorphisms (2009) (2)
Mining Patterns of Epistasis in Human Genetics (2009) (2)
A multidimensional genetic programming approach for identifying epsistatic gene interactions (2018) (2)
Cellular Automata Coevolution of Update Functions and Topologies: A Tradeoff between Accuracy and Speed (2013) (2)
Mining beyond the exome (2011) (2)
An analysis of ϵ-lexicase selection for large-scale many-objective optimization (2018) (2)
Editorial (Thematic Issue: Pharmacogenetics and Molecular Medicine: “So Close and Yet So Far”) (2014) (2)
Ten simple rules for writing a paper about scientific software (2020) (2)
Problem Driven Machine Learning by Co-evolving Genetic Programming Trees and Rules in a Learning Classifier System (2017) (2)
Quantitative Trait Linkage Analysis (2005) (2)
Crisis: ¿ecológica o ecológico-mundial? (2016) (2)
Embedding covariate adjustments in tree-based automated machine learning for biomedical big data analyses (2020) (2)
Estimating prevalence of human traits among populations from polygenic risk scores (2021) (2)
Hill-climbing through “ random chemistry ” for detecting epistasis (2006) (2)
Erratum: Effect of genetic variants, especially CYP2C9 and VKORC1, on the pharmacology of warfarin (Thrombosis and Hemostasis 38:8 (900)) (2013) (2)
Artificial intelligence: more human with human (2017) (2)
Hill-climbing through “ random chemistry ” for detecting epistasis (2006) (2)
Symbolic-regression boosting (2021) (2)
Towards effective GP multi-class classification based on dynamic targets (2021) (2)
Hospitalizations Associated With Mental Health Conditions Among Adolescents in the US and France During the COVID-19 Pandemic (2022) (2)
Cell-Based Metrics Improve the Detection of Gene-Gene Interactions Using Multifactor Dimensionality Reduction (2013) (2)
Socio-cognitive Evolution Strategies (2021) (2)
Joint identification of imaging and proteomics biomarkers of Alzheimer's disease using network-guided sparse learning (2014) (2)
Solution and Fitness Evolution (SAFE): A Study of Multiobjective Problems (2019) (2)
A Rigorous Machine Learning Analysis Pipeline for Biomedical Binary Classification: Application in Pancreatic Cancer Nested Case-control Studies with Implications for Bias Assessments (2020) (2)
Mining a massive RNA-seq dataset with biclustering: are evolutionary approaches ready for big data? (2019) (2)
Random artificial incorporation of noise in a learning classifier system environment (2011) (2)
Editorial: pharmacogenetics and molecular medicine: "so close and yet so far". (2014) (2)
On meta‐ and mega‐analyses for gene–environment interactions (2017) (2)
Novel EDGE encoding method enhances ability to identify genetic interactions (2021) (2)
Ecology and Imperialism (2003) (2)
Diagnosing COVID-19 from Medical Images with Artificial Intelligence – An Umbrella Survey (2020) (2)
Detection of linear and nonlinear dependencies in time series using the method of surrogate data in S-PLUS (2000) (2)
Lossless integration of multiple electronic health records for identifying pleiotropy using summary statistics (2021) (2)
Why epistasis is important for tackling complex human disease genetics (2014) (2)
Expanding Polygenic Risk Scores to Include Automatic Genotype Encodings and Gene-gene Interactions (2020) (2)
Combining functional genomics strategies identifies modular heterogeneity of breast cancer intrinsic subtypes (2014) (2)
Automating Predictive Toxicology Using ComptoxAI. (2022) (2)
Linear dynamic features of ambulatory blood pressure in a population-based study (2004) (1)
No-Boundary Thinking in Bioinformatics (2017) (1)
An alternative route to robustness: The relationship between assortativity, in-components, and characteristic path length in gene regulatory networks (2013) (1)
Learning Classifier Systems: The Rise of Genetics-Based Machine Learning in Biomedical Data Mining (2014) (1)
Genetic analyses of dynamic quantitative traits. (1999) (1)
Stochastic optimization approaches to learning concise representations (2018) (1)
The genetic interacting landscape of 63 candidate genes in Major Depressive Disorder: an explorative study (2014) (1)
Correction to: Investigating the parameter space of evolutionary algorithms (2019) (1)
GPU Accelerated Browser for Neuroimaging Genomics (2018) (1)
Two-dimensional enrichment analysis for mining high-level imaging genetic associations (2016) (1)
Comparing Different Adverse Effects Among Multiple Drugs Using FAERS Data (2020) (1)
Risk estimation using probability machines (2014) (1)
Critical properties of cellular automata with evolving network topologies (2015) (1)
Medication class enrichment analysis: a novel algorithm to analyze multiple pharmacologic exposures simultaneously using electronic health record data (2018) (1)
Functional genomics annotation of a statistical epistasis network associated with bladder cancer susceptibility (2014) (1)
Diverse convergent evidence in the genetic analysis of complex disease: coordinating omic, informatic, and experimental evidence to better identify and validate risk factors (2014) (1)
GENETIC PROGRAMMING THEORY AND PRACTICE X GENETIC PROGRAMMING THEORY AND PRACTICE X (2012) (1)
Empowering the data science scientist (2021) (1)
Systems Biology Thought Experiments in Human Genetics Using Artificial Life and Grammatical Evolution (2004) (1)
Rapid prototyping of evolution-driven biclustering methods in Julia (2021) (1)
Multifactor dimensionality reduction reveals a three-locus epistatic interaction associated with susceptibility to pulmonary tuberculosis (2013) (1)
EBIC: an open source software for high-dimensional and big data biclustering analyses (2018) (1)
Genetic Basis for Adverse Events Following Smallpox Vaccination (2019) (1)
Leveraging Automated Machine Learning for the Analysis of Global Public Health Data: A Case Study in Malaria (2021) (1)
Integration of Molecular and Cellular Pathogenesis: A Bioinformatics Approach (2009) (1)
Evolutionarily derived networks to inform disease pathways (2017) (1)
Improving the Reproducibility of Genetic Association Results Using Genotype Resampling Methods (2017) (1)
Characterization of microRNA expression and their biological correlates in the NCI-60 panel of human tumor derived cell lines (2006) (1)
Genetic Polymorphism of N -Acetyltransferase Genes as Risk Modifiers of Colorectal Cancer from Consumption of Well-Done Meat (2006) (1)
First complex, then simple (2014) (1)
Sexual Recombination in Self-Organizing Interaction Networks (2010) (1)
Enhancing rigor and reproducibility by improving software availability, usability, and archival stability (2020) (1)
The spatial dimension in biological data mining (2011) (1)
Role of Bioinformatics in Genome‐wide Association Studies (2011) (1)
Association analysis of candidate SNPs on hippocampal volume and shape in mild cognitive impairment and older adults with cognitive complaints (2010) (1)
Editorial: artificial evolution methods in the biological and biomedical sciences (2009) (1)
Anticancer Therapy at the End of Life: Lessons From a Community Cancer Institute (2019) (1)
Bioinformatics (2007) (1)
Key genes for modulating information flow play a temporal role as breast tumor coexpression networks are dynamically rewired by letrozole (2013) (1)
An Automated Functional Annotation Pipeline That Rapidly Prioritizes Clinically Relevant Genes for Autism Spectrum Disorder (2020) (1)
Using Evolutionary Computing on Consumer Graphics Hardware for Epistasis Analysis in Human Genetics (2009) (1)
Gene ontology analysis of pairwise genetic associations in two genome-wide studies of sporadic ALS (2012) (1)
Hippocampal transcriptome-guided gene-gene interaction of memory phenotype in MCI and Alzheimer’s disease (2013) (1)
Combining functional genomics strategies identifies modular heterogeneity of breast cancer intrinsic subtypes (2014) (1)
Power, Profit, and Prometheanism, Part I (2022) (1)
Moore, Nature and the Transition from Feudalism to Capitalism (REVIEW, 2003).pdf (2003) (1)
Anthropocene, Capitalocene & the Flight from World History: Dialectical Universalism & the Geographies of Class Power in the Capitalist World-Ecology, 1492-2022 (2022) (1)
An Open-Ended Computational Evolution Strategy for Evolving Parsimonious Solutions to Human Genetics Problems (2009) (1)
Gamorithm (2018) (1)
Coevolving Artistic Images Using OMNIREP (2020) (1)
How to Read Capitalism in the Web of Life (2022) (1)
Book Review Essay (2001) (1)
Benchmarking AutoML frameworks for disease prediction using medical claims (2021) (1)
Evaluation of phenotyping errors on polygenic risk score predictions (2019) (1)
World-ecology: a global conversation (2019) (1)
EVE: Cloud-Based Annotation of Human Genetic Variants (2017) (1)
Strategies for improving performance of evolutionary biclustering algorithm EBIC (2019) (1)
Development and evaluation of an open-ended computational evolution system for the creation of digital organisms with complex genetic architecture (2009) (1)
Validating a Threshold-Based Boolean Model of Regulatory Networks on a Biological Organism (2011) (1)
Ecology and the accumulation of capital : thinking capitalism through the web of life (2011) (1)
Dutch capitalism and Europe's great frontier : The Baltic in the Ecological Revolution of the Long Seventeenth Century (2012) (1)
Coevolution of rules and topology in cellular automata (2013) (1)
Kryzys: ekologiczny czy ekologicznie-światowy? (2014) (1)
The multiscale backbone of the human phenotype network based on biological pathways (2014) (1)
Application of concise machine learning to construct accurate and interpretable EHR computable phenotypes (2020) (1)
Identification of SNPs associated with variola virus virulence (2013) (1)
La nature dans les limites du capital (et vice versa) (2017) (1)
A comparison of two workflows for regulome and transcriptome‐based prioritization of genetic variants associated with myocardial mass (2019) (1)
Interaction between allelic variations in vitamin D receptor and retinoid X receptor genes on metabolic traits (2014) (1)
The influence of whole genome duplication and subsequent diversification on environmental robustness and evolutionary innovation in gene regulatory networks (2011) (1)
Predicting targeted drug combinations based on Pareto optimal patterns of coexpression network connectivity (2014) (1)
Human Intrigue: Meta-analysis approaches for big questions with big data while shaking up the peer review process. (2021) (1)
Learning feature spaces for regression with genetic programming (2020) (0)
Characterizing gene-gene interactions in a statistical epistasis network of twelve candidate genes for obesity (2015) (0)
Reading between the genes: interpreting non-coding DNA in high-throughput (2018) (0)
User ’ s Guide Version 1 . 0 Beta (2014) (0)
The Translational Machine: A novel machine‐learning approach to illuminate complex genetic architectures (2021) (0)
THE GROWTH AND IMPACT OF ADNI GENETICS PUBLICATIONS AS MEASURED BY SCIENCE MAPPING (2016) (0)
Hippocampal transcriptome-guided gene-gene interaction of memory phenotype in MCI and Alzheimer's disease (2013) (0)
GENETIC FINDINGS USING ADNI MULTIMODAL QUANTITATIVE PHENOTYPES: A REVIEW OF PAPERS PUBLISHED IN 2013 (2014) (0)
Grid-based stochastic search for hierarchical gene-gene interactions in population-based genetic studies of common human diseases (2017) (0)
THE GROWTH AND IMPACT OF ADNI GENETICS PUBLICATIONS AS MEASURED BY SCIENCE MAPPING (2016) (0)
Functional dyadicity and heterophilicity of gene-gene interactions in statistical epistasis networks (2015) (0)
Chapter 64 – Renovascular Hypertension (2007) (0)
Society for Human Ecology Human Ecology Review Formatted Preprint (2017) (0)
Title : Combining functional genomics strategies identi fies modular heterogeneity of breast cancer intrinsic subtypes (2014) (0)
The Role of Loss-of-Function Mutations on Development of Rejection After Heart Transplantation (2018) (0)
Gene ontology analysis of gene-gene interactions in two genome-wide association studies of sporadic ALS (2012) (0)
Retrieving Impressions from Semantic Memory Modeled with Associative Pulsing Neural Networks (2018) (0)
Sucrase-Isomaltase Gene Expression and Adenocarcinoma (1993) (0)
Improving machine learning reproducibility in genetic association studies with proportional instance cross validation (PICV) (2018) (0)
WellExplorer: an integrative resource linking hydraulic fracturing chemicals with hormonal pathways and geographic location (2020) (0)
Book Review: Rise and Demise: Comparing World-Systems, by Christopher Chase-Dunn and Thomas D. Hall. Boulder, CO: Westview Press. 1997. pp. 322 + xi (2000) (0)
A multi-core parallelization strategy for statistical significance testing in learning classifier systems (2013) (0)
Author's response to reviews Title: Discovery and Replication of SNP-SNP Interactions for Quantitative Lipid Traits in over 60,000 Individuals Authors: (2017) (0)
gene disrupted by the 17 q 24 . 3 prostate cancer risk locus SOX 9 the Integrative functional genomics identifies an enhancer looping to Material (2012) (0)
Feudalismo, capitalismo, socialismo, o teoría y política de las transiciones eco-históricas (2014) (0)
Comparative processing of MALDI data from direct tissue analysis: A study of human brain tumors (2002) (0)
Gene-Gene Interactions: An Essential Component to Modeling Complexity for Precision Medicine (2019) (0)
What Every Reader Should Know About Studies Using Electronic Health Record Data but May Be Afraid to Ask (Preprint) (2020) (0)
The Critical Need for Computational Methods and Software for Simulating Complex Genetic and Genomic Data (2015) (0)
Multisite learning of high-dimensional heterogeneous data with applications to opioid use disorder study of 15,000 patients across 5 clinical sites (2022) (0)
Da-Qiao Ding Homologous Chromosomes in Meiosis Meiosis-Specific Noncoding RNA Mediates Robust Pairing of (2013) (0)
GENOME-WIDE PROTEIN INTERACTION-GUIDED EPISTATIC ANALYSIS ON MEMORY PERFORMANCE: AN ADNI STUDY (2014) (0)
Multi-class computational evolution: development, benchmark evaluation and application to RNA-Seq biomarker discovery (2017) (0)
Extracting Behavioral Determinants of Health from Electronic Health Records: Classifying Yoga Mentions in the Clinic (2020) (0)
210Genome-wide analysis reveals unique H3K27ac profile in acquired and inherited human myocardial remodelling (2018) (0)
Author's response to reviews Title:Diverse Convergent Evidence in the Genetic Analysis of Complex Disease: Coordinating Omic, Informatic, and Laboratory based evidence to prioritize findings for further study (2014) (0)
Novel Single Nucleotide Polymorphisms Related to Arsenic-associated Bladder Cancer in a US Population-based Study (2011) (0)
Études digitales. 2020 – 1, n° 9. Capitalocène et plateformes. Hommage à Bernard Stiegler (2021) (0)
A comparison of methods for interpreting random forest models of genetic association in the presence of non-additive interactions (2021) (0)
역사적 자본주의 분석과 생태론 (2006) (0)
¿El fin del camino?: Revoluciones agrícolas en la ecología-mundo capitalista, 1450-2010 (2014) (0)
Reading Between the Genes: Computational Models to Discover Function from Noncoding DNA. (2018) (0)
Distinguishing the effects of epistasis and pleiotropy using a variant of the NK model (2011) (0)
Interface to the Penn Machine Learning Benchmarks Data Repository [R package pmlbr version 0.2.0] (2020) (0)
Automated discovery of test statistics using genetic programming (2018) (0)
The Prostate InteractionAmongVariantVascular Endothelial Growth Factor ( VEGF ) and Its Receptor in Relationto ProstateCancerRisk Tiva (2009) (0)
Raising the stakeholders: Improving patient outcomes through interprofessional collaborations in AI for healthcare (2020) (0)
User ’ s Guide Version 2 . 0 . 2 Beta (2014) (0)
Author's response to reviews Title:Diverse Convergent Evidence in the Genetic Analysis of Complex Disease: Coordinating Omic, Informatic, and Laboratory based evidence to prioritize findings for further study (2014) (0)
Analysis of Complex Datasets (2008) (0)
Collective feature selection to identify crucial epistatic variants (2018) (0)
Identifying gene–gene interactions that are highly associated with four quantitative lipid traits across multiple cohorts (2016) (0)
Identifying multimodal imaging‐driven subtypes in mild cognitive impairment using deep multiview learning (2021) (0)
ARSENIC METHYLATION AND SQUAMOUS CELL CARCINOMA IN A US POPULATION BASED CASE-CONTROL STUDY (2011) (0)
AStatistical Comparison ofGrammatical Evolution Strategies intheDomainof HumanGenetics (2005) (0)
Sex, Adiposity, and Hypertension Status Modify the Inverse Effect of Marine Food Intake on Blood Pressure in Alaska Native (Yup (cid:1) ik) People 1–3 (2015) (0)
Automatically Balancing Model Accuracy and Complexity using Solution and Fitness Evolution (SAFE) (2022) (0)
Patterns of anti-cancer therapy use in the last 14 days of life in a community cancer institute. (2018) (0)
Explainable Artificial Intelligence (XAI): Current Approaches and Paths to the Future (2020) (0)
Spectral gene set enrichment (SGSE) (2015) (0)
Vom Objekt zum Oikos. Die Schaffung der Umwelt in der kapitalistischen Welt-Ökologie (2016) (0)
Harnessing Electronic Health Records to Study Emerging Environmental Disasters: A Proof of Concept with PFAS (2020) (0)
Variant Set Enrichment: an R package to identify disease-associated functional genomic regions (2016) (0)
Session introduction: Characterizing the importance of environmental exposures, interactions between the environment and genetic architecture, and genetic interactions: New methods for understanding the etiology of complex traits and disease (2014) (0)
Exploring genetic influences on adverse outcome pathways using heuristic simulation and graph data science (2023) (0)
The tip of the iceberg: challenges of accessing hospital electronic health record data for biological data mining (2016) (0)
A New Mutation Paradigm for Genetic Programming (2013) (0)
Metabolic rift or metabolic shift? dialectics, nature, and the world-historical method (2017) (0)
Translational Epidemiology, Biostatistics and Informatics (2014) (0)
GENETIC FINDINGS USING ADNI MULTIMODAL QUANTITATIVE PHENOTYPES: A REVIEW OF PAPERS PUBLISHED IN 2013 (2014) (0)
MICROBIOME STUDIES: PSB 2011 SPECIAL SESSION INTRODUCTION (2010) (0)
Hayat Ağında Kapitalizm: Jason W. Moore ile Bir Röportaj (2016) (0)
Quantitative Multifactor Dimensionality Reduction Method for Detecting Gene-Gene Interaction. (2013) (0)
Erratum to: Evolving hard problems: generating human genetics datasets with a complex etiology (2016) (0)
Improving the interpretability of random forest models of genetic association in the presence of non-additive interactions (2020) (0)
Network-based genome wide study of hippocampal imaging phenotype in Alzheimer's Disease to identify functional interaction modules (2017) (0)
Bootstrapped Sparse Canonical Correlation Analysis (2018) (0)
Towards human-human-computer interaction for biologically-inspired problem-solving in human genetics (2007) (0)
Detecting gene-gene interactions using a permutation-based random forest method (2016) (0)
PLATO software provides analytic framework for investigating complexity beyond genome-wide association studies (2017) (0)
Erratum to: The future of genomic medicine education in Africa (2015) (0)
Automated versus Manual Machine Learning with Small Data for Predictions of Six-Month Outcomes Among Patients in the Intensive Care Unit (2019) (0)
Oil, Capital, and Nature: Do Marx's General Laws of Production Apply? (2017) (0)
Machine learning optimization of neural network architecture improves the identification of gene-gene and gene-environment interactions (2001) (0)
Identifying imaging genetics biomarkers in Alzheimer’s disease via integrating graph convolutional neural network and canonical correlation analysis (2021) (0)
Heatmap-Integrated Decision Tree Visualizations [R package treeheatr version 0.1.0] (2020) (0)
Erratum to: Evolving hard problems: generating human genetics datasets with a complex etiology (2016) (0)
Comparing adverse effects of Hepatitis C drugs using FAERS data (2018) (0)
Harnessing publicly available genetic data to prioritize lipid modifying therapeutic targets for prevention of coronary heart disease based on dysglycemic risk (2016) (0)
Ideas for how informaticians can get involved with COVID-19 research (2020) (0)
Benchmarking AutoML algorithms on a collection of synthetic classification problems (2022) (0)
Cheap Natures and Cheap Money: Chinese Capitalism in the Twenty-First Century (2015) (0)
Author ’ s response to reviews Title : Investigating the Parameter Space of Evolutionary Algorithms Authors : MOSHE SIPPER ( sipper (2018) (0)
Employing Publically Available Biological Expert Knowledge from Protein-Protein Interaction Information (2010) (0)
Testing multiple hypotheses through IMP weighted FDR based on a genetic functional network with application to a new zebrafish transcriptome study (2015) (0)
EFFECTS OF NEWLY IDENTIFIED TOP AD CANDIDATE GENES ON MEMORY PERFORMANCE: SNP, GENE, AND EPISTASIS ANALYSES IN ADNI (2014) (0)
Bipartite networks to study the genotype-to-phenotype relationship in cellular automata models (2013) (0)
Testing Marx's General Law of Underproduction: The Case of Oil (2016) (0)
Sequencing Initiative at the Norris Cotton Cancer Center. (2013) (0)
Leveraging epigenomics and contactomics data to investigate SNP pairs in GWAS (2018) (0)
Discovering test statistics using genetic programming (2019) (0)
SNP characteristics predict replication success in association studies (2014) (0)
A simple multi-core parallelization strategy for learning classifier system evaluation (2013) (0)
Integration of Molecular and Cellular Pathogenesis (2010) (0)
Chapter 13 – Integration of Molecular and Cellular Pathogenesis: A Bioinformatics Approach (2018) (0)
A Pilot Characterization of the Human Chronobiome (2017) (0)
Identifying gene-gene interactions that are highly associated with Body Mass Index using Quantitative Multifactor Dimensionality Reduction (QMDR) (2015) (0)
Prediction of relevant biomedical documents: a human microbiome case study (2015) (0)
A novel integrated framework for rare variant analysis (2013) (0)
Capitalocene & planetary justice (2021) (0)
Ion channels and schizophrenia: a gene set-based analytic approach to GWAS data for biological hypothesis testing (2011) (0)
Lossless integration of multiple electronic health records for identifying pleiotropy using summary statistics (2021) (0)
Functional Follow-Up Implicates Endothelial Genome-Wide Association Study for Circulating Tissue Plasminogen Activator Levels and (2014) (0)
Correction: Epistatic Interactions in Genetic Regulation of t-PA and PAI-1 Levels in a Ghanaian Population (2011) (0)
DNAp: A Pipeline for DNA-seq Data Analysis (2018) (0)
Pareto Inspired Multi-objective Rule Fitness for Adaptive Rule-based Machine Learning (2016) (0)
Complex systems analysis of bladder cancer susceptibility reveals a role for decarboxylase activity in two genome-wide association studies (2016) (0)
O brave new world that has such machines in it (2014) (0)
Chapter 1 SOLVING COMPLEX PROBLEMS IN HUMAN GENETICS USING GENETIC PROGRAMMING : THEIMPORTANCEOFTHEORIST-PRACTITIONER-COMPUTER INTERACTION (2007) (0)
Earth Ways: Framing Geographical Meanings (2004) (0)
Lung cancer molecular fingerprinting: Expression profiling of gene and protein with cdna microarray and MALDI-TOF MS (2003) (0)
Book Review: Losing Control? Sovereignty in an Age of Globalization, by Saskia Sassen. New York: Columbia University Press, 1996 (1998) (0)
Review of "World Ecological Degradation: Accumulation, Urbanization, and Deforestation 3000 BCAD 2000," by Sing C. Chew (2001) (0)
Prediction of relevant biomedical documents: a human microbiome case study (2015) (0)
Evolutionary triangulation: informing genetic association studies with evolutionary evidence (2016) (0)
Erratum to: Chapter 3 Models of Gene Regulation: Integrating Modern Knowledge into the Random Boolean Network Framework (2014) (0)
Questione agraria e crisi ecologiche nella prospettiva della storia-mondo 1 (2013) (0)
ExSTraCS 2.0: description and evaluation of a scalable learning classifier system (2015) (0)
Epistasis and the Genetic Architecture of Arterial Thrombosis in West Africans (2009) (0)
Faster Convergence with Lexicase Selection in Tree-based Automated Machine Learning (2023) (0)
Ten important roles for academic leaders in data science (2020) (0)
A comparative study of GP-based and state-of-the-art classifiers on a synthetic machine learning benchmark (2022) (0)
Author ' s response to reviews Title : An iteration normalization and test method for differential expression analysis of RNA-seq data (2014) (0)
Boosted Spatially Uniform ReliefF Algorithm for Genome-Wide Genetic Analysis (2013) (0)
Genetic effects on the correlation structure of cardiovascular disease risk factors in a Ghanaian population (2018) (0)
Antihypertensive effects of yoga in a general patient population: real-world evidence from electronic health records, a retrospective case-control study (2022) (0)
Innovation is often unnerving: the door into summer (2014) (0)
SLC39A2 and FSIP1 polymorphisms as potential modifiers of arsenic-related bladder cancer (2011) (0)
Grammatical Evolution Strategies for Bioinformatics and Systems Genomics (2018) (0)
Abstract A66: Apoptosis, cell cycle, DNA repair, immune, and metabolism pathway SNPs modify bladder cancer risk, recurrence, and survival (2011) (0)
Gene Set Enrichment Analyses: lessons learned from the heart failure phenotype (2017) (0)
Tishkoff The Genetic Structure and History of Africans and African Americans (2010) (0)
GENOME-WIDE PROTEIN INTERACTION GUIDED EPISTATIC ANALYSIS ON MEMORY PERFORMANCE: AN ADNI STUDY (2014) (0)
The central role of biological data mining in connecting diverse disciplines (2013) (0)
Analysis of Gene‐Gene Interactions (2008) (0)
The detection and characterization of epistasis and heterogeneity: a learning classifier system approach (2012) (0)
Applications of Evolutionary Computing: EvoWorkshops 2006: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, and EvoSTOC, Budapest, Hungary, ... (Lecture Notes in Computer Science) (2006) (0)
New Pathways in Coevolutionary Computation (2019) (0)
Novel Analytical Methods for Association Studies (2008) (0)
REGENS: an open source Python package for simulating realistic autosomal genotypes (2021) (0)
Session Introduction (2003) (0)
Translational informatics of population Health: How large biomolecular and clinical datasets unite (2018) (0)
Exploration of a diversity of computational and statistical measures of association for genome-wide genetic studies (2019) (0)
Biomedical Informatics in the “Big Data” era (2016) (0)
Artificial Immune Systems Perform Valuable Work When Detecting Epistasis in Human Genetic Datasets (2012) (0)
OF A DISCRETE DYNAMIC SYSTEMS APPROACH FOR MODELING THE HIERARCHICAL RELATIONSHIP BETWEEN (2003) (0)
Translational Bioinformatics: Integrating Electronic Health Record and Omics Data (2020) (0)
Author's response to reviews Title:A Classification and Characterization of Two-Locus, Pure, Strict, Epistatic Models for Simulation and Detection Authors: (2014) (0)
Introduction: The World-Historical Imagination (2011) (0)
Genome-wide analysis of SNPs associated with TP53 protein dysregulation in bladder tumors. (2006) (0)
E-14. Tumor proteomic patterns predict classification and tumor behavior in human non-small cell lung cancer (2003) (0)
Author's response to reviews Title:A Classification and Characterization of Two-Locus, Pure, Strict, Epistatic Models for Simulation and Detection Authors: (2014) (0)
A review of published genetic studies using ADNI multimodality quantitative phenotypes: MRI, PET, fluid biomarkers, cognition and clinical status (2013) (0)
EFFECTS OF NEWLY IDENTIFIED TOP AD CANDIDATE GENES ON MEMORY PERFORMANCE: SNP, GENE, AND EPISTASIS ANALYSES IN ADNI (2014) (0)
Electronic Health Record Phenotyping with Internally Assessable Performance (PhIAP) using Anchor-Positive and Unlabeled Patients (2019) (0)
Detection of complex genetic architecture using two-locus population differentiation: modeling epistasis (2020) (0)
Models of Gene Regulation: Integrating Modern Knowledge into the Random Boolean Network Framework (2014) (0)
Evolutionary computation: an investigation of parameter space (2018) (0)
The nav2 (neuron navigator 2) gene as a common genetic influence across correlated episodic memory performances (2015) (0)
Principal component gene set enrichment (PCGSE) (2015) (0)
Large scale biomedical data analysis with tree-based automated machine learning (2020) (0)
The metabolic syndrome and its association with PAI-1 and T-PA antigen levels in a population-based study (2005) (0)
Spatially Uniform ReliefF : Increasing the Power to Detect Epistasis in Genetic Association Studies (2009) (0)
Interaction among apoptosis-associated sequence variants and joint effects on aggressive prostate cancer (2012) (0)
CNNcon: A Quantitative Imaging Tool for Lung CT Image Feature Analysis (2019) (0)

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