George Michailidis

Department of Statistics, University of Florida

Research Area

Biology

Biography

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JoVE Journal Publications

Article Total : 1	Year
Publication title	2023

Other Publications

Article	Year
Network-based pathway enrichment analysis with incomplete network information. Bioinformatics (Oxford, England)\| PubMed ID: 27357170	2016
Sparse network modeling and metscape-based visualization methods for the analysis of large-scale metabolomics data. Bioinformatics (Oxford, England)\| PubMed ID: 28137712	2017
Distinct Lipidomic Landscapes Associated with Clinical Stages of Urothelial Cancer of the Bladder. European urology focus\| PubMed ID: 28753886	2018
Change point estimation in high dimensional Markov random-field models. Journal of the Royal Statistical Society. Series B, Statistical methodology\| PubMed ID: 28848375	2017
Tobacco-Specific Carcinogens Induce Hypermethylation, DNA Adducts, and DNA Damage in Bladder Cancer. Cancer prevention research (Philadelphia, Pa.)\| PubMed ID: 28851690	2017
Impaired -Oxidation and Altered Complex Lipid Fatty Acid Partitioning with Advancing CKD. Journal of the American Society of Nephrology : JASN\| PubMed ID: 29021384	2018
Shared and distinct lipid-lipid interactions in plasma and affected tissues in a diabetic mouse model. Journal of lipid research\| PubMed ID: 29237716	2018
Lipidomics and Biomarker Discovery in Kidney Disease. Seminars in nephrology\| PubMed ID: 29602396	2018
Variable selection in omics data: A practical evaluation of small sample sizes. PloS one\| PubMed ID: 29927942	2018
Exponentially time decaying susceptible-informed (SIT) model for information diffusion process on networks. Chaos (Woodbury, N.Y.)\| PubMed ID: 29960402	2018
Quantifying heterogeneity of expression data based on principal components. Bioinformatics (Oxford, England)\| PubMed ID: 30060088	2019
Elevated lipoxygenase and cytochrome P450 products predict progression of chronic kidney disease. Nephrology, dialysis, transplantation : official publication of the European Dialysis and Transplant Association - European Renal Association\| PubMed ID: 30137494	2020
Core community structure recovery and phase transition detection in temporally evolving networks. Scientific reports\| PubMed ID: 30154531	2018
Therapeutic Lifestyle Changes Improve HDL Function by Inhibiting Myeloperoxidase-Mediated Oxidation in Patients With Metabolic Syndrome. Diabetes care\| PubMed ID: 30201848	2018
Differential network enrichment analysis reveals novel lipid pathways in chronic kidney disease. Bioinformatics (Oxford, England)\| PubMed ID: 30887029	2019
Untargeted Metabolomics Differentiates l-Carnitine Treated Septic Shock 1-Year Survivors and Nonsurvivors. Journal of proteome research\| PubMed ID: 30895797	2019
On the formation of Dodd-Frank Act derivatives regulations. PloS one\| PubMed ID: 30908524	2019
ERR1 and PGC1α associated mitochondrial alterations correlate with pan-cancer disparity in African Americans. The Journal of clinical investigation\| PubMed ID: 30920960	2019
Impaired Amino Acid and TCA Metabolism and Cardiovascular Autonomic Neuropathy Progression in Type 1 Diabetes. Diabetes\| PubMed ID: 31337616	2019
Erratum to "Distinct Lipidomic Landscapes Associated with Clinical Stages of Urothelial Cancer of the Bladder" [Eur Urol Focus 2018;4:907-915]. European urology focus\| PubMed ID: 31474581	2019
High-Dimensional Posterior Consistency in Bayesian Vector Autoregressive Models. Journal of the American Statistical Association\| PubMed ID: 31474783	2019
Increased lipogenesis and impaired β-oxidation predict type 2 diabetic kidney disease progression in American Indians. JCI insight\| PubMed ID: 31573977	2019
Likelihood Inference for Large Scale Stochastic Blockmodels with Covariates based on a Divide-and-Conquer Parallelizable Algorithm with Communication. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America\| PubMed ID: 31595140	2019
Deep annotation of untargeted LC-MS metabolomics data with Binner. Bioinformatics (Oxford, England)\| PubMed ID: 31642507	2020
A comparative study of topology-based pathway enrichment analysis methods. BMC bioinformatics\| PubMed ID: 31684881	2019
Gut microbiota dysbiosis and altered tryptophan catabolism contribute to autoimmunity in lupus-susceptible mice. Science translational medicine\| PubMed ID: 32641487	2020
Modeling and Optimization of Time-Of-Use Electricity Pricing Systems. IEEE transactions on smart grid\| PubMed ID: 32864049	2019
Plasma lipidomic profiling identifies a novel complex lipid signature associated with ischemic stroke in chronic kidney disease. Journal of translational science\| PubMed ID: 33240530	2020
Application of Differential Network Enrichment Analysis for Deciphering Metabolic Alterations. Metabolites\| PubMed ID: 33255384	2020
County-level longitudinal clustering of COVID-19 mortality to incidence ratio in the United States. Scientific reports\| PubMed ID: 33542313	2021
Renin-angiotensin system inhibition reverses the altered triacylglycerol metabolic network in diabetic kidney disease. Metabolomics : Official journal of the Metabolomic Society\| PubMed ID: 34219205	2021
Circulating Free Fatty Acid and Phospholipid Signature Predicts Early Rapid Kidney Function Decline in Patients With Type 1 Diabetes. Diabetes care\| PubMed ID: 34244329	2021
Cox-sMBPLS: An Algorithm for Disease Survival Prediction and Multi-Omics Module Discovery Incorporating -Regulatory Quantitative Effects. Frontiers in genetics\| PubMed ID: 34408773	2021
Diminished retinal complex lipid synthesis and impaired fatty acid β-oxidation associated with human diabetic retinopathy. JCI insight\| PubMed ID: 34437304	2021
Lipidomic approaches to dissect dysregulated lipid metabolism in kidney disease. Nature reviews. Nephrology\| PubMed ID: 34616096	2022
Lipid Alterations in African American Men with Prostate Cancer. Metabolites\| PubMed ID: 35050130	2021
Unsupervised Multi-Omics Data Integration Methods: A Comprehensive Review. Frontiers in genetics\| PubMed ID: 35391796	2022
Lipidomic profiling in the Strong Heart Study identified American Indians at risk of chronic kidney disease. Kidney international\| PubMed ID: 35853479	2022
Serum lipidomic determinants of human diabetic neuropathy in type 2 diabetes. Annals of clinical and translational neurology\| PubMed ID: 35923113	2022