Faculty & Staff Directory
Iosif Vaisman
- Professor
- Director, School of Systems Biology
Contact Info
- Name
- Dr. Iosif I. Vaisman
- Job Title
- ProfessorDirector, School of Systems Biology
- Cell Number
- Office Number
- Colgan Hall, Room 312A, MSN 5B3
Affiliations
Departments
- School of Systems Biology (Instructional Faculty)
Research Areas
- Artificial Intelligence
- Bio-health/Health
- Biology
- Biomedical Research
- Data Sciences
- Materials Science
- Medical Proteomics
- Modeling
- Personalized Medicine
- Simulation
Education
PhD, Russian Academy of Sciences
About
Dr. Vaisman is Professor of Bioinformatics and Computational Biology and Director of the School of Systems Biology.Current research projects involve different areas of computational biology and bioinformatics, with specific focus on understanding correlations between protein sequence, structure and function using machine learning models.
Current Research
Current research projects involve different areas of computational biology and bioinformatics, with specific focus on understanding correlations between protein sequence, structure and function using machine learning models.
Teaching Focus
BINF 630, Bioinformatics Methods
BINF 731, Computational Protein Structure Analysis
Selected Publications
D.L. Bostick, M. Shen, I.I. Vaisman, A simple topological representation of protein structure: implications for new, fast, and robust structural classification, Proteins: Structure, Function, and Bioinformatics, 2004, 56 (3), 487-501 (https://onlinelibrary.wiley.com/doi/full/10.1002/prot.20146)
M. Masso, I.I. Vaisman, Accurate prediction of stability changes in protein mutants by combining machine learning with structure based computational mutagenesis, Bioinformatics, 2008, 24 (18), 2002-2009 (https://academic.oup.com/bioinformatics/article/24/18/2002/190733)
T.J. Taylor, I.I. Vaisman, Discrimination of thermophilic and mesophilic proteins, BMC Structural Biology, 2010, 10 (1), S5 (https://bmcstructbiol.biomedcentral.com/articles/10.1186/1472-6807-10-S1-S5)
M. Masso, I.I. Vaisman, Structure-based machine learning models for computational mutagenesis, Introduction to Protein Structure Prediction: Methods and Algorithms, 2010 (https://onlinelibrary.wiley.com/doi/abs/10.1002/9780470882207.ch18)
I.I. Vaisman, Statistical and computational geometry of biomolecular structure, Handbook of Computational Statistics, 2012 (https://link.springer.com/chapter/10.1007/978-3-642-21551-3_36)
Contact Info
- Name
- Dr. Iosif I. Vaisman
- Job Title
- ProfessorDirector, School of Systems Biology
- Cell Number
- Office Number
- Colgan Hall, Room 312A, MSN 5B3