I work in the fields of Applied Statistics and Data Science with particular focus on Complex Systems, including broad interdisciplinary applications to Bioinformatics, Computational Biology, Climate, Geosciences, Finance, Networks, Physiology and Medicine. My current research directions include (while are not limited to)
-- Statistical analysis of dynamical and structural organization of various complex systems, looking for cooperative patterns and their manifestations in the universal laws governing the development of anomalies and extreme events, finding novel classification tools and risk assessment strategies
-- Multivariate biological and medical data analysis with applications to functional diagnostics, prediction of biomolecular structure, localization and function, image analysis solutions for medical diagnostics / microbiology / pharmacology / biofilm research
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