Yuriy Sverchkov, PhD
Department of Biostatistics and Medical Informatics
School of Medicine and Public Health
University of Wisconsin-Madison
Yuriy Sverchkov is an Assistant Scientist at the Department of Biostatistics and Medical Informatics at the School of Medicine and Public Health of the University of Wisconsin-Madison. His research focuses on the development of machine learning and statistical methods for medical and systems biology data, with a focus on graphical models. He is also involved in the development of software tools for statistical data analysis.
Yuriy received his Bachelor’s degrees in Mathematics and Computer Science from the University of Maryland, Baltimore County (2008), and his PhD in Intelligent Systems from the University of Pittsburgh (2014).
Sverchkov Y, Jiang X, Cooper GF. Spatial cluster detection using dynamic programming. BMC medical informatics and decision making. 2012; 12:22.
Lee K, Kolb AW, Sverchkov Y, Cuellar JA, Craven M, Brandt CR. Recombination Analysis of Herpes Simplex Virus 1 Reveals a Bias toward GC Content and the Inverted Repeat Regions. Journal of virology. 2015; 89(14):7214-23.
Sverchkov Y, Cooper GF. A Bayesian Approach for Identifying Multivariate Differences Between Groups. Advances in intelligent data analysis. International Symposium on Intelligent Data Analysis. 2015; 9385:275-285. NIHMSID: NIHMS742516
Rathinam M, Sverchkov Y. Stochastic Dynamics of Eukaryotic Flagellar Growth. Bulletin of mathematical biology. 2018
Sverchkov Y, Craven M. A review of active learning approaches to experimental design for uncovering biological networks. PLoS computational biology. 2017; 13(6):e1005466.
Sverchkov Y, Ho Y, Gasch A, Craven M. Context-Specific Nested Effects Models. Research in computational molecular biology :Annual International Conference, RECOMB: proceedings. RECOMB (Conference : 2005-). 2018 April; 10812:194-210.