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Computational Medicine and Bioinformatics

Meng Wang

My research goal is to integrate diverse biomedical data, driving early disease detection, personalized interventions, and effective disease prevention. My lab is interested in developing novel computational and statistical methods to investigate the relationship between wearable sensor data, molecular profiles, and health outcomes in age-related heart and brain diseases, as well as mental health. We ...

Alex 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 ...

Minji Kim

Communication mechanisms exist inside our cells to regulate gene expression and function. In cells, communication between a gene and sequences that regulate the gene occurs through physical contact. These physical contacts between regulatory element enhancers and the gene promoters may activate gene expression. Our goal is to understand how this communication occurs within the nucleus. ...

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 ...

Ryan Stidham

Dr. Stidham is an academic gastroenterologist specializing in medical image analysis in Crohn’s disease, ulcerative colitis, inflammatory bowel diseases (IBD), and gastroenterology conditions at large. His research is focused on developing new measures of disease activity to power automated care models and clinical decision support systems in IBD with a focus on medical image analysis ...

Lana Garmire

My research interest lies in applying data science for actionable transformation of human health from the bench to bedside. Current research focus areas include cutting edge single-cell sequencing informatics and genomics; precision medicine through integration of multi-omics data types; novel modeling and computational methods for biomarker research; public health genomics. I apply my biomedical informatics ...

Maureen Sartor

My lab has two main areas of focus: molecular characteristics of head and neck cancer, and the intersection of regulatory genomics and pathway analysis. With head and neck cancer, we study tumor subtypes and biomarkers of prognosis, treatment response, and recurrence. We perform integrative omics analyses, dimension reduction methods, and prediction techniques, with the ultimate ...

Joshua Welch

Our research aims to address fundamental problems in both biomedical research and computer science by developing new tools tailored to rapidly emerging single-cell omic technologies. Broadly, we seek to understand what genes define the complement of cell types and cell states within healthy tissue, how cells differentiate to their final fates, and how dysregulation of ...

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Brian D. Athey

Professor of Computational Medicine and Bioinformatics, Medical School

Professor of Psychiatry, Medical School

Veera Baladandayuthapani

Professor of Biostatistics, School of Public Health

Professor of Computational Medicine and Bioinformatics, Medical School

Ivo D. Dinov

Professor of Computational Medicine and Bioinformatics, Medical School

Professor of Nursing, School of Nursing

Anne Draelos

Assistant Professor of Biomedical Engineering, College of Engineering and Medical School

Assistant Professor of Computational Medicine and Bioinformatics, Medical School

Danny Forger

Professor of Mathematics, College of Literature, Science, and the Arts

Research Professor of Computational Medicine and Bioinformatics, Medical School

Lana Garmire

Associate Professor of Computational Medicine and Bioinformatics, Medical School

Yuanfang Guan

Professor of Computational Medicine and Bioinformatics, Medical School

Professor of Internal Medicine - Nephrology, Medical School

Minji Kim

Assistant Professor of Computational Medicine and Bioinformatics, Medical School

Jie Liu

Associate Professor of Computational Medicine and Bioinformatics, Medical School

Associate Professor of Electrical Engineering and Computer Science, College of Engineering