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Data Science Initiative

The Cardiovascular Research Laboratories (CVRL) have partnered with colleagues in the University of Maryland Baltimore County (UMBC) - Department of Mathematics and Statistics. This partnership allows us to use advanced Artificial Intelligence/Machine Learning as well as traditional methodologies to unravel and mine the wealth of data generated in the following critical areas:

  • clinical trials
  • electronic health records
  • digital health devices
  • cardiac imaging studies
  • academic drug discovery efforts

Lab Members

Seungchul Baek, PhD

Seungchul Baek, PhD
Department of Mathematics and Statistics
Math/Psych Bldg. Rm 411
Phone: 410-455-2406
Email: baek@umbc.edu

Michael Domanski

Michael Domanski, MD
Professor of Medicine
Phone: 410-328-1086
Email: mdomanski@som.umaryland.edu

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Ahmed A.K. Hasan, MD, PhD
Adjunct Professor
Department of Medicine
University of Maryland School of Medicine

 

Charles C. Hong, MD, PhD
Dr. Melvin Sharoky Professor of Medicine
Director of Cardiovascular Research
670 West Baltimore Street
Baltimore, MD 21201
Phone: 410-706-2681
Email: charles.hong@som.umaryland.edu

Research Interests:
Dr. Charles (Chaz) Hong is a physician-scientist whose research functions at the intersection of developmental biology, chemical biology, stem cell biology, and cardiovascular medicine. Dr. Hong’s work includes innovative chemical biologic approaches to study embryonic development as well as implementation of the induced pluripotent stem cell (iPSC) technology to better understand human cardiomyocyte biology and pathobiology at the cellular level. more >

Yi

Yi  “Yvonne” Huang, PhD
Associate Professor
Department of Mathematics and Statistics
University of Maryland Baltimore County (UMBC)
1000 Hilltop Circle
Baltimore MD 21250
Office: MP 409
Phone: (410) 455-2422
Email: yihuang@umbc.edu 

Nagaraj Neerchal, PhD

Nagaraj K Neerchal, PhD
Professor of Statistics and Chair
Department of Mathematics and Statistics
University of Maryland Baltimore County (UMBC)
1000 Hilltop Circle
Room 437
Baltimore MD 21250
Phone: 410-455-2437/2412
Email: nagaraj@umbc.edu

Junyong Park

Junyong Park, PhD
Professor
Department of Mathematics and Statistics
University of Maryland Baltimore County (UMBC)
1000 Hilltop Circle
Room MP 407
Baltimore MD 21250
Phone: 410-455-2437/2412
Email: junpark@umbc.edu

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Xin Tian, PhD
Adjunct Professor,
Department of Medicine
University of Maryland School of Medicine

Colin Wu

Colin Wu, PhD
Adjunct Professor
Department of Medicine
University of Maryland School of Medicine

Research Interests:
Dr. Wu is a senior Mathematical Statistician, whose research interests are on statistical analyses for longitudinal data and biased sampling data, statistical methods for clinical trials and observational studies, statistical estimation and inferences for semiparametric and nonparametric models, survival analysis and statistical modeling in genetic epidemiology.