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Computational Medicine and Bioinformatics

Lam Tsoi

* Causal Relationship and Shared Genetic Loci between Psoriasis and Type 2 Diabetes through Trans-Disease Meta-Analysis. J Invest Dermatol.141(6): 1493-1502, 06/2021. This study investigates the genetic overlap and causal relationships between psoriasis and type 2 diabetes (T2D). Using trans-disease meta-analysis (TDMA), we identified shared genetic loci that suggest a potential common pathophysiological pathway between the ...

Cristian Minoccheri

Dr. Minoccheri’s research interests focus on using mathematical tools to enhance existing machine learning methods and develop novel ones. A central topic is the use of tensor methods, multilinear algebra, and invariant theory to leverage higher order structural properties in data mining, classification, and deep learning. Other research interests include interpretable machine learning and transparent ...

Anne Draelos

My lab’s research focuses on understanding computation in large-scale neural circuits through adaptive perturbations and real-time inference. We develop statistical machine learning algorithms to adaptively build models of neural and behavioral data online, and use them for understanding the mapping between multidimensional neural stimulations and complex behavioral outcomes. We emphasize data-driven Bayesian approaches suited for ...

Veera Baladandayuthapani

Dr. Veera Baladandayuthapani is currently a Professor in the Department of Biostatistics at University of Michigan (UM), where he is also the Associate Director of the Center for Cancer Biostatistics. He joined UM in Fall 2018 after spending 13 years in the Department of Biostatistics at University of Texas MD Anderson Cancer Center, Houston, Texas, ...

Arvind Rao

Jun Li

Jun Li, PhD, is Professor and Chair for Research in the department of Computational Medicine and Bioinformatics and Professor of Human Genetics in the Medical School at the University of Michigan, Ann Arbor.  Prof. Li’s areas of interest include genetic and genomic analyses of complex phenotypes, including bipolar disorder, cancer, blood clotting disease, and traits involving ...

Danny Forger

Daniel Forger is a Professor in the Department of Mathematics. He is devoted to understanding biological clocks. He uses techniques from many fields, including computer simulation, detailed mathematical modeling and mathematical analysis, to understand biological timekeeping. His research aims to generate predictions that can be experimentally verified.

Brian D. Athey

The Athey Lab in the Department of Computational Medicine and Bioinformatics (DCM&B) University of Michigan Medical School, is led by Dr. Brian Athey (see Atheylab.ccmb.med.umich.edu). The lab is working on two complementary domains of research and development. 1. The Athey Lab’s recent research interests are in the creation and use of bioinformatics pipelines and machine ...

Ivo D. Dinov

Dr. Ivo Dinov directs the Statistics Online Computational Resource (SOCR), co-directs the multi-institutional Probability Distributome Project, and is an associate director for education of the Michigan Institute for Data Science (MIDAS). Dr. Dinov is an expert in mathematical modeling, statistical analysis, computational processing and visualization of Big Data. He is involved in longitudinal morphometric studies of ...

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Brian D. Athey

Professor, Computational Medicine and Bioinformatics, Michigan Medicine Internal Medicine and Psychiatry, Michigan Medicine

Veera Baladandayuthapani

Professor, Biostatistics, School of Public Health

Ivo D. Dinov

Professor, Computational Medicine and Bioinformatics Human Behavior and Biological Sciences Michigan Institute for Data Science (MIDAS)

Anne Draelos

Assistant Professor, Biomedical Engineering, Medical School

Danny Forger

Professor, Mathematics, LSA Center for Computational Medicine and Bioinformatics Center for Systems Biology

Yuanfang Guan

Assistant Professor, Computational Medicine and Bioinformatics, Michigan Medicine Internal Medicine, Nephrology

Jun Li

Professor, Computational Medicine and Bioinformatics, Michigan MedicineHuman Genetics, Michigan Medicine

Cristian Minoccheri

Research Investigator, Computational Medicine and Bioinformatics

Gilbert S. Omenn

Professor, Computational Medicine and Bioinformatics Human Genetics, Molecular Medicine & Genetics School of Public Health