Profile
I am Reader in Data Science and Statistics at the Centre for Cancer Screening, Prevention and Early Diagnosis. My research is around development of predictive models that use multi-omic data for the early detection of cancer. Current grants aim at the analysis of longitudinal data arising from serum biomarkers and MRI images, which allows for a personalised approach in early detection. I hold a PhD in Applied Mathematics from Oles Honchar Dnipro National University, Ukraine.
Research
Research Interests:
• Predictive modelling
• Machine learning
• Longitudinal data analysis
• Medical statistics
• Early detection of cancer
• Cancer biomarkers
• Fuzzy clustering
Publications
Please follow through to see a complete list of Oleg's publications.
- N. Sushentsev, L. Rundo, L. Abrego, Z. Li, T. Nazarenko, A.Y. Warren, V.J. Gnanapragasam, E. Sala, A. Zaikin, T. Barrett, O. Blyuss, Time series radiomics for the prediction of prostate cancer progression in patients on active surveillance.European Radiology. doi.org/10.1007/s00330-023-09438-x (2023).
- O. Blyuss, A. Dibden, N.J. Massat, D. Parmar, J. Cuzick, S.W. Duffy, P. Sasieni. A
case-control study to evaluate the impact of the breast screening programme on breast cancer incidence in England. Cancer Medicine. doi.org/10.1002/cam4.5004 (2022).
- T. Nazarenko, H.J. Whitwell, O. Blyuss, A. Zaikin, Parenclitic and Synolytic networks revisited. Frontiers in Genetics. doi.org/10.3389/fgene.2021.733783 (2021).
- O. Blyuss, A. Zaikin, V. Cherepanova, D. Munblit, E.M. Kiseleva, O.M. Prytomanova,
S.W. Duffy, T. Crnogorac-Jurcevic, Development of PancRISK, a urine biomarker-based
risk score for stratified screening of pancreatic cancer patients. British Journal of Cancer.
doi.org/10.1038/s41416-019-0694-0 (2020).
- O. Blyuss, M. Burnell, A. Ryan, A. Gentry-Maharaj, I. Marino, J. Kalsi, R. Manchanda,
J.F. Timms, M. Parmar, S. Skates, I. Jacobs, A. Zaikin, U. Menon, Comparison of longitudinal CA125 algorithms as first-line screen for ovarian cancer in the general population, Clinical Cancer Research. doi.org/10.1158/1078-0432.CCR-18-0208 (2018).
