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School of Medicine
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We specialize in unconventional, multi-disciplinary approaches to studying the heart at the intersection of applied mathematics, physics and computer science. We focus on theory development that leads to new technology and value delivery to the society. Currently we have three research programs:
1. Precision Medicine
To develop a quantitative approach to personalized risk assessment for stroke and dementia based on patent-specific heart anatomy, function and blood flow.
Disciplines: Cardiac Hemodynamics; Medical Imaging Physics; Continuum Mechanics; Computational Fluid Dynamics
2. Information Theory
To quantify and perturb cardiac fibrillation that emerges as a macro-scale behavior of the heart from micro-scale behaviors of inter-dependent components.
Disciplines: Cardiac Electrophysiology; Spiral Wave; Information Theory; Complex Networks
3. Artificial Intelligence
To develop artificial intelligence algorithms to predict the future risk of heart attack, stroke and sudden... death, and to assist surgical interventions to prevent these outcomes.
Disciplines: Medical Imaging Physics; Artificial Intelligence; Robotically Assisted Interventions
Radiopharmaceutical Therapy and Dosimetry Lab
The Radiopharmaceutical Therapy and Dosimetry (RTD) Lab has two missions: 1. Support clinical Radiopharmaceutical Therapy (RPT) trials by performing patient-specific dosimetry and developing novel methods that advance this field and illustrate the impact of a precision medicine approach to implementing treatment planning in RPT. This includes radiobiological modeling and microscale dosimetry calculations for alpha-particle emitter RPT. 2. Pre-clinical studies using novel alpha-emitter RPT agents with immune intact transgenic animal models that incorporate modeling and dosimetry to support the translation of novel targeted radionuclide therapy strategies to the clinic. In particular, identifying how to best combine RPT with complementary orthogonal-modality agents while also obtaining a basic understanding of how the treatment works and which variables have the greatest impact on efficacy and toxicity. The underlying objective is to utilize pre-clinical modeling and dosimetry to help id...entify an optimal therapeutic clinical trial design so as to reduce unnecessary human experimentation. view more