Scott M. Dudek - Citegraph

Author Info

Name	Affiliation	Papers
SCOTT M. DUDEK	Center for Systems Genomics, Department of Biochemistry and Molecular Biology,The Pennsylvania State University, Eberly College of Science, The Huck Institutes of the Life Sciences,University Park,USA	33
Collaborators	Citations	PageRank
106	206	26.27
Referers	Referees	References
514	389	207

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100514

Publications (33 rows)

Collaborators (100 rows)

Referers (100 rows)

Referees (100 rows)

Title	Citations	PageRank	Year
Neural network-based multiomics data integration in Alzheimer's disease.	0	0.34	2019
Collective feature selection to identify crucial epistatic variants.	4	0.41	2018
A simulation study investigating power estimates in phenome-wide association studies.	0	0.34	2018
Using knowledge-driven genomic interactions for multi-omics data analysis: metadimensional models for predicting clinical outcomes in ovarian carcinoma.	1	0.35	2017
Discovery and replication of SNP-SNP interactions for quantitative lipid traits in over 60,000 individuals.	0	0.34	2017
Identification of genetic interaction networks via an evolutionary algorithm evolved Bayesian network.	2	0.37	2016
Pathway analysis by randomization incorporating structure - PARIS: an update.	0	0.34	2016
Predicting censored survival data based on the interactions between meta-dimensional omics data in breast cancer	2	0.38	2015
Knowledge-driven genomic interactions: an application in ovarian cancer.	3	0.43	2014
An integrated analysis of genome-wide DNA methylation and genetic variants underlying etoposide-induced cytotoxicity in European and African populations.	0	0.34	2014
ATHENA: the analysis tool for heritable and environmental network associations.	8	0.55	2014
Evaluation of Parameter Contribution to Neural Network Size and Fitness in ATHENA for Genetic Analysis.	0	0.34	2013
ATHENA: Identifying interactions between different levels of genomic data associated with cancer clinical outcomes using grammatical evolution neural network.	6	0.52	2013
Visualizing genomic information across chromosomes with PhenoGram.	3	0.82	2013
Visually integrating and exploring high throughput Phenome-Wide Association Study (PheWAS) results using PheWAS-View.	7	0.89	2012
Comparison of methods for meta-dimensional data analysis using in silico and biological data sets	6	0.55	2012
ATHENA optimization: the effect of initial parameter settings across different genetic models	4	0.63	2011
Visual integration of results from a large DNA biobank (BioVU) using synthesis-view.	2	0.40	2011
Grammatical evolution of neural networks for discovering epistasis among quantitative trait loci	12	1.00	2010
Initialization parameter sweep in ATHENA: optimizing neural networks for detecting gene-gene interactions in the presence of small main effects	5	0.57	2010
ATHENA: A knowledge-based hybrid backpropagation-grammatical evolution neural network algorithm for discovering epistasis among quantitative trait Loci.	11	0.92	2010
Finding Unique Filter Sets in PLATO: A Precursor to Efficient Interaction Analysis in GWAS Data	2	1.12	2010
Synthesis-View: visualization and interpretation of SNP association results for multi-cohort, multi-phenotype data and meta-analysis.	4	0.69	2010
Visualizing SNP statistics in the context of linkage disequilibrium using LD-Plus	3	1.44	2010
Incorporating domain knowledge into evolutionary computing for discovering gene-gene interaction	0	0.34	2010
Alternative contingency table measures improve the power and detection of multifactor dimensionality reduction.	41	1.52	2008
Generating linkage disequilibrium patterns in data simulations using genomeSIMLA	17	1.78	2008
A balanced accuracy fitness function leads to robust analysis using grammatical evolution neural networks in the case of class imbalance	1	0.39	2008
Alternative Cross-Over Strategies and Selection Techniques for Grammatical Evolution Optimized Neural Networks.	5	0.66	2006
Comparison of neural network optimization approaches for studies of human genetics	8	0.93	2006
Data Simulation Software for Whole-Genome Association and Other Studies in Human Genetics.	30	4.77	2006
Parallel multifactor dimensionality reduction: a tool for the large-scale analysis of gene--gene interactions	16	1.26	2006
Can neural network constraints in GP provide power to detect genes associated with human disease?	3	0.56	2005