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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
Alan Boyle Alan P Boyle, PhD
Associate Professor of Computational Medicine and Bioinformatics
Associate Professor of Human Genetics
Veera Baladandayuthapani Veera Baladandayuthapani, PhD
Professor of Biostatistics
Chair, Department of Biostatistics
Professor of Computational Medicine and Bioinformatics
labcoat Marcin Cieslik, PhD
Assistant Professor of Computational Medicine and Bioinformatics
Assistant Professor of Pathology and Section Head
Pathology
Anne Draelos Anne Draelos, PhD
Assistant Professor of Biomedical Engineering
Assistant Professor of Computational Medicine and Bioinformatics
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
Research Professor, Computational Medicine and Bioinformatics
Guan-Yuanfan.jpg Yuanfang Guan, PhD
Professor of Computational Medicine and Bioinformatics
Professor of Internal Medicine
Lara Garmire Lana Garmire, PhD
Associate Professor of Computational Medicine and Bioinformatics
Associate Professor of Biostatistics
Minji Kim Minji Kim, PhD
Assistant Professor of Computational Medicine and Bioinformatics
Jun Li, PhD Jun Li, PhD
Associate Chair
Department of Computational Medicine and Bioinformatics
Professor of Human Genetics
Professor of Computational Medicine and Bioinformatics
Cong Ma Cong Ma, PhD
Assistant Professor of Computational Medicine and Bioinformatics
Ryan Mills Ryan E Mills, PhD
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
Professor of Electrical Engineering and Computer Science
Alexey Nesvizhskii Alexey I Nesvizhskii, PhD
Godfrey Dorr Stobbe Professor of Bioinformatics
Professor of Pathology
Professor of Computational Medicine and Bioinformatics
Matthew O'Meara Matthew James O'Meara, PhD
Assistant Professor of Computational Medicine and Bioinformatics
Assistant Professor of Medicinal Chemistry
College of Pharmacy
Steven Parker Stephen CJ Parker, PhD
Professor of Computational Medicine and Bioinformatics
Professor of Human Genetics
Professor of Biostatistics
Indika Rajapakse Indika Rajapakse, PhD
Professor of Computational Medicine and Bioinformatics
Professor of Mathematics
College of Literature, Science, and the Arts
headshot of Arvind Rao Arvind Rao, PhD
Professor of Computational Medicine and Bioinformatics
Professor of Radiation Oncology
Professor of Biostatistics
profile-jeremy-tayloe-2023 Jeremy M Taylor, PhD
Pharmacia Research Professor of Biostatistics
Professor of Biostatistics
Professor of Computational Medicine and Bioinformatics
Professor of Radiation Oncology
Joshua Welch Joshua Welch, PhD
Associate Professor of Computational Medicine and Bioinformatics
Associate Professor of Electrical Engineering and Computer Science
Wang-Meng.jpeg Meng Wang, PhD
Assistant Professor of Computational Medicine and Bioinformatics