Projects

Quantitative MRI of Skeletal Muscle Aging

This project develops and validates advanced quantitative MRI techniques to assess compositional and structural changes in skeletal muscles of older adults and determine how these changes predict future declines in muscle strength and function.

MSK   QUANTITATIVE MRI

Advancing Multimodal AI for Breast Cancer Detection, Interpretation, and Risk Profiling

This research aims to develop multimodal artificial intelligence systems that enhance breast cancer detection and risk prediction, improve diagnostic consistency, reduce false positives and unnecessary biopsies, and enable precision screening and personalized prevention strategies.

AI   BREAST

Data-Driven Learning Framework for Fast Quantitative Knee Joint Mapping

This project leverages advanced machine learning and deep learning to optimize T2 and T1rho mapping for knee osteoarthritis (OA), aiming to accelerate MRI techniques and enable earlier detection of cartilage degeneration.

AI   MSK   QUANTITATIVE MRI

Biomarkers of Abnormal Brain Aging

This research investigates early mechanisms of abnormal brain aging and validates early biomarkers to identify pre-symptomatic stages before clinical symptoms appear.

AGING   BRAIN

Overhauser Dynamic Nuclear Polarization of Water Vapor

This project develops an Overhauser dynamic nuclear polarization platform to enhance nuclear magnetic resonance and magnetic resonance imaging signals through efficient electron–nuclear polarization transfer using a custom microwave transmission system, loop-gap resonator, and inhalable hyperpolarized aerosols for high-sensitivity pulmonary imaging at low magnetic fields.

NMR
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