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Alena Orlenko
Alena Orlenko
Department of Computational Biomedicine, Cedars-Sinai Medical Center
Verified email at cshs.org
Title
Cited by
Cited by
Year
Multiple plasma biomarkers for risk stratification in patients with heart failure and preserved ejection fraction
JA Chirinos, A Orlenko, L Zhao, MD Basso, ME Cvijic, Z Li, TE Spires, ...
Journal of the American College of Cardiology 75 (11), 1281-1295, 2020
1492020
Model selection for metabolomics: predicting diagnosis of coronary artery disease using automated machine learning
A Orlenko, D Kofink, LP Lyytikäinen, K Nikus, P Mishra, P Kuukasjärvi, ...
Bioinformatics 36 (6), 1772-1778, 2020
552020
Considerations for automated machine learning in clinical metabolic profiling: Altered homocysteine plasma concentration associated with metformin exposure.
A Orlenko, JH Moore, P Orzechowski, RS Olson, J Cairns, PJ Caraballo, ...
Pacific Symposium on Biocomputing 2018 23, 460-471, 2018
412018
Diagnostic biomarkers to differentiate sepsis from cytokine release syndrome in critically ill children
C Diorio, PA Shaw, E Pequignot, A Orlenko, F Chen, R Aplenc, DM Barrett, ...
Blood Advances 4 (20), 5174-5183, 2020
372020
A comparison of methods for interpreting random forest models of genetic association in the presence of non-additive interactions
A Orlenko, JH Moore
BioData mining 14, 1-17, 2021
292021
Metabolomics Insights in Early Childhood Caries
LH Heimisdottir, BM Lin, H Cho, A Orlenko, AA Ribeiro, A Simon-Soro, ...
Journal of Dental Research, 0022034520982963, 2021
292021
Plasma biomarkers associated with adverse outcomes in patients with calcific aortic stenosis
MK Vidula, A Orlenko, L Zhao, L Salvador, AM Small, E Horton, JB Cohen, ...
European Journal of Heart Failure 23 (12), 2021-2032, 2021
182021
Selection on metabolic pathway function in the presence of mutation-selection-drift balance leads to rate-limiting steps that are not evolutionarily stable
A Orlenko, AI Teufel, PB Chi, DA Liberles
Biology direct 11, 1-14, 2016
182016
Flux control in glycolysis varies across the tree of life
A Orlenko, RA Hermansen, DA Liberles
Journal of molecular evolution 82, 146-161, 2016
172016
Selenomonas sputigena acts as a pathobiont mediating spatial structure and biofilm virulence in early childhood caries
H Cho, Z Ren, K Divaris, J Roach, BM Lin, C Liu, MA Azcarate-Peril, ...
Nature Communications 14 (1), 2919, 2023
92023
Characterizing the roles of changing population size and selection on the evolution of flux control in metabolic pathways
A Orlenko, PB Chi, DA Liberles
BMC evolutionary biology 17, 1-16, 2017
92017
Faster Convergence with Lexicase Selection in Tree-Based Automated Machine Learning
N Matsumoto, AK Saini, P Ribeiro, H Choi, A Orlenko, LP Lyytikäinen, ...
European Conference on Genetic Programming (Part of EvoStar), 165-181, 2023
42023
Pathobiont-mediated spatial structuring enhances biofilm virulence in childhood oral disease
H Cho, Z Ren, K Divaris, J Roach, B Lin, C Lin, A Azcarate-Peril, ...
42022
An Integrative Bioinformatics Pipeline for NHANES Data Processing for Machine Learning Analysis of Oral Health Outcomes
A Orlenko, JD Mure, JI Gluch, J Gregg, CW Compher, H Koo, JH Moore
2023
Cluster Analysis reveals Socioeconomic Disparities among Elective Spine Surgery Patients
A Orlenko, PJ Freda, A Ghosh, H Choi, N Matsumoto, TJ Bright, ...
PACIFIC SYMPOSIUM ON BIOCOMPUTING 2024, 359-373, 2023
2023
PLASMA BIOMARKERS FOR RISK STRATIFICATION OF OUTCOMES IN PATIENTS WITH AORTIC STENOSIS
M Vidula, A Orlenko, L Zhao, L Salvador, A Smalll, E Horton, J Cohen, ...
Journal of the American College of Cardiology 77 (18_Supplement_1), 1753-1753, 2021
2021
Multiple Plasma Biomarkers for Risk Stratification in Patients With Heart Failure and Preserved Ejection Fraction
A Orlenko, L Zhao, MD Basso, ME Cvijic, Z Li, TE Spires, M Yarde, ...
2020
A Targeted Plasma Multi-Marker Approach With Machine Learning for Risk Stratification in HFpEF: The TOPCAT Trial
JA Chirinos, A Orlenko, L Zhao, M Basso, ME Cvijic, Z Li, T Spires, ...
Circulation 140 (Suppl_1), A14549-A14549, 2019
2019
How Do Pathways Evolve?: Mutation-selection Balance an Co-evolution in Metabolic Pathways
A Orlenko
University of Wyoming, 2016
2016
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