Aerial view of U-M Health and surrounding in Ann Arbor, Michigan.
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
Profile-AuKinFai-2023.jpg Kin Fai Au, PhD
Professor of Computational Medicine and Bioinformatics
Medical School
Alan Boyle Alan P Boyle, PhD
Associate Professor of Computational Medicine and Bioinformatics
Associate Professor of Human Genetics
Medical School
Veera Baladandayuthapani Veera Baladandayuthapani, PhD
Jeremy M.G. Taylor Collegiate Professor of Biostatistics
School of Public Health
labcoat Marcin Cieslik, PhD
Assistant Professor of Computational Medicine and Bioinformatics
Assistant Professor of Pathology and Section Head
Pathology
Medical School
portrait of Anne Draelos Anne Draelos, PhD
Assistant Professor of Biomedical Engineering, Medical School and College of Engineering
Assistant Professor of Computational Medicine and Bioinformatics, Medical School
labcoat Daniel B Forger, PhD
Robert W and Lynn H Browne Professor of Science
Professor of Mathematics
Director Academic Program, Mathematics
College of Literature, Science, and the Arts and Research Professor
Computational Medicine and Bioinformatics
Medical School
Guan-Yuanfan.jpg Yuanfang Guan, PhD
Professor of Computational Medicine and Bioinformatics
Professor of Internal Medicine
Medical School
Lara Garmire Lana Garmire, PhD
Associate Professor of Computational Medicine and Bioinformatics, Medical School
Associate Professor of Biostatistics, School of Public Health
Minji Kim Minji Kim, PhD
Assistant Professor of Computational Medicine and Bioinformatics
Medical School
Cong Ma Cong Ma, PhD
Assistant Professor of Computational Medicine and Bioinformatics
Medical School
Ryan Mills Ryan E Mills
Program Director of DCMB Computing Infrastructure
Professor of Computational Medicine and Bioinformatics
Professor of Human Genetics
Najarian Kayvan Kayvan Najarian, PhD
Professor of Computational Medicine and Bioinformatics
Professor of Emergency Medicine
Medical School and Professor of Electrical Engineering and Computer Science
College of Engineering
Alexey Nesvizhskii Alexey I Nesvizhskii, PhD
Godfrey Dorr Stobbe Professor of Bioinformatics
Professor of Pathology
Professor of Computational Medicine and Bioinformatics
Medical School
Matthew O'Meara Matthew James O'Meara, PhD
Assistant Professor of Computational Medicine and Bioinformatics, Medical School
Assistant Professor of Medicinal Chemistry, College of Pharmacy
Steven Parker Stephen CJ Parker, PhD
Professor of Computational Medicine and Bioinformatics
Professor of Human Genetics
Medical School and Professor of Biostatistics
School of Public Health
Indika Rajapakse Indika Rajapakse, PhD
Professor of Computational Medicine and Bioinformatics, Medical School
Professor of Mathematics, College of Literature, Science, and the Arts
portrait of Arvind Rao Arvind Rao, PhD
Professor of Computational Medicine and Bioinformatics
Professor of Radiation Oncology, Medical School
Professor of Biostatistics, School of Public Health
profile-jeremy-tayloe-2023 Jeremy M Taylor, PhD
Pharmacia Research Professor of Biostatistics
Professor of Biostatistics
School of Public Health
Professor of Computational Medicine and Bioinformatics
Professor of Radiation Oncology
Medical School
Joshua Welch Joshua Welch, PhD
Associate Professor of Computational Medicine and Bioinformatics, Medical School
Associate Professor of Electrical Engineering and Computer Science, College of Engineering
Wang-Meng.jpeg Meng Wang, PhD
Assistant Professor of Computational Medicine and Bioinformatics
Medical School