Dmitry Korkin
Associate Professor
Computer Science
Worcester Polytechnic Institute
United States of America
Biography
Education: Postdoc Bioinformatics & Computational Biology University of California, San Francisco 2007 PhD Computer Science University of New Brunswick, Canada 2003 MS Applied Mathematics Moscow State University, Russia High Distinction 1999. We bring expertise in machine learning, data mining and massive data analytics to study molecular mechanisms underlying genetic disorders, such as cancer, diabetes, and autism, and deadly infections, such as pandemic flu. Our approaches benefit from integrating Next Generation Sequencing, high-throughput interactomics, and structural biology data. We also develop hardware-optimized algorithms to understand the evolution of animal and plant genomes on the large scale. Finally, we collaborate with experimental scientists to test biological hypothesis generated by computational predictions. I joined WPI from the University of Missouri where I was an Associate Professor. Korkin lab members have enjoyed working together on cutting-edge research projects and participating in collaborations across disciplines.
Research Interest
My research is interdisciplinary and spans the fields of bioinformatics of complex disease, computational genomics, systems biology, and biomedical data analytics.
Publications
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A new dominant point-based parallel algorithm for multiple longest common subsequence problem - 2001
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What is a structural representation - 2000
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What is a structural representation in chemistry: Towards a unified framework for CADD? - 2000