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AI & Machine Learning -
Applications to Complex Genetic Diseases -
4D Nucleome -
Genomics, Gene Regulation & Epigenomics -
Multi-“omics” Integrative Bioinformatics -
Protein Structure, Proteomics & Alternative Splicing -
Systems Biology & Networks Analysis -
Translational Bioinformatics, Drug Discovery & Pharmacogenomics -
Grants -
Software & Bioinformatics Tools
AI & Machine Learning in Computational Medicine & Bioinformatics
AI and Machine Learning methods and tools are quickly becoming an integral part of computational biomedical research, vastly expanding the bioinformatician toolbox. DCMB faculty contribute and take advantage of these new developments.
While the initial development of a methodology is often driven by practical research questions, these innovative and impactful methods can often be expanded, adapted, and applied to other areas, eventually having a much broader impact in the field of bioinformatics.
The vast majority of DCMB faculty members ground their research on both practical questions and methodological development, making significant contributions to theories, generalizable methods, and AI, in their foundational and translational applications to biomedical sciences.
Associated Faculty
Kin Fai Au, PhD
Medical School
Alan P Boyle, PhD
Professor of Human Genetics
Medical School
Veera Baladandayuthapani, PhD
Chair, Department of Biostatistics
Professor of Biostatistics, School of Public Health
Professor of Computational Medicine and Bioinformatics, Medical School
Marcin Cieslik, PhD
Assistant Professor of Pathology and Section Head, Pathology
Medical School
Anne Draelos, PhD
Assistant Professor of Computational Medicine and Bioinformatics, Medical School
Daniel B Forger, PhD
Professor of Mathematics
Director Academic Program, Mathematics
College of Literature, Science, and the Arts
Research Professor, Computational Medicine and Bioinformatics
Medical School
Yuanfang Guan, PhD
Professor of Internal Medicine, Medical School
Lana Garmire, PhD
Medical School
Associate Professor of Biostatistics
School of Public Health
Minji Kim, PhD
Medical School
Cong Ma, PhD
Medical School
Ryan Mills, PhD
Professor of Computational Medicine and Bioinformatics
Professor of Human Genetics
Medical School
Kayvan Najarian, PhD
UMOR_MIDAS
Professor of Computational Medicine and Bioinformatics
Professor of Emergency Medicine
Section Head, Emergency Medicine, Medical School
Professor of Electrical Engineering and Computer Science, College of Engineering
Alexey I Nesvizhskii, PhD
Professor of Pathology
Professor of Computational Medicine and Bioinformatics and Program Director
Proteomic Research Facility
Medical School
Matthew James O'Meara, PhD
Medical School
Assistant Professor of Medicinal Chemistry
College of Pharmacy
Stephen CJ Parker, PhD
Professor of Human Genetics
Medical School
Professor of Biostatistics
School of Public Health
Indika Rajapakse, PhD
Professor of Mathematics, College of Literature, Science, and the Arts
Professor of Biomedical Engineering, Medical School and College of Engineering
Arvind Rao, PhD
Professor of Radiation Oncology
Medical School
Professor of Biostatistics
School of Public Health
Jeremy M Taylor, PhD
Professor Emeritus of Radiation Oncology, Medical School
Joshua Welch, PhD
Associate Professor of Electrical Engineering and Computer Science, College of Engineering
Meng Wang, PhD
Medical School