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

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Kin Fai Au, PhD

Professor of Computational Medicine and Bioinformatics
Medical School
Alan Boyle

Alan P Boyle, PhD

Professor of Computational Medicine and Bioinformatics
Professor of Human Genetics
Medical School
Veera Baladandayuthapani

Veera Baladandayuthapani, PhD

Jeremy M G Taylor Collegiate Professor of Biostatistics
Chair, Department of Biostatistics
Professor of Biostatistics, School of Public Health
Professor of Computational Medicine and Bioinformatics, Medical School
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Marcin Cieslik, PhD

Assistant Professor of Computational Medicine and Bioinformatics
Assistant Professor of Pathology and Section Head, Pathology
Medical School
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Anne Draelos, PhD

Assistant Professor of Biomedical Engineering, Medical School and College of Engineering
Assistant Professor of Computational Medicine and Bioinformatics, Medical School
portrait of Daniel B Forger, PhD

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
Research Professor, Computational Medicine and Bioinformatics
Medical School
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Yuanfang Guan, PhD

Professor of Computational Medicine and Bioinformatics
Professor of Internal Medicine, Medical School
Lara Garmire

Lana Garmire, PhD

Adjunct 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 Mills, PhD

Program Director of DCMB Computing Infrastructure
Professor of Computational Medicine and Bioinformatics
Professor of Human Genetics
Medical School
Najarian Kayvan

Kayvan Najarian, PhD

Associate Director
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 Nesvizhskii

Alexey I Nesvizhskii, PhD

Godfrey Dorr Stobbe Professor of Bioinformatics
Professor of Pathology
Professor of Computational Medicine and Bioinformatics and Program Director
Proteomic Research Facility
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
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
Professor of Biomedical Engineering, Medical School and College of Engineering
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Arvind Rao, PhD

Professor of Computational Medicine and Bioinformatics
Professor of Radiation Oncology
Medical School
Professor of Biostatistics
School of Public Health
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Jeremy M Taylor, PhD

Professor Emeritus of Biostatistics, School of Public Health
Professor Emeritus 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
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Meng Wang, PhD

Assistant Professor of Computational Medicine and Bioinformatics
Medical School