Projects

Artificial Intelligence for Early Pancreatic Cancer Risk Prediction and Personalized Surveillance

This project aims to build a multimodal artificial intelligence system that integrates multimodal and longitudinal data to predict pancreatic cancer risk, enable early detection, facilitate personalized and cost-effective surveillance, support timely intervention, and reveal imaging biomarkers that precede the onset of cancer.

AI   PANCREAS

Unpacking the Importance of the Structural Injuries in Mild Traumatic Brain Injury

This project uses advanced diffusion MRI techniques and novel analysis methods to identify imaging biomarkers of brain changes and cognitive outcomes in patients with mild traumatic brain injury, aiming to improve diagnosis, prognosis, and treatment planning.

BRAIN   DIFFUSION MRI

Imaging and Therapeutic Targeting of Tissue Crosstalk in the Injured Knee

This project investigates the interplay between inflammation and apoptosis in post-traumatic osteoarthritis (PTOA) using in vitro and in vivo methods to develop therapeutic strategies that target both pathways and prevent disease progression.

MOLECULAR IMAGING   MSK

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

Open-Source Software Tools for Rapid Radiofrequency Coil Modeling and Simulation in MRI

This project develops open-source, memory-efficient electromagnetic simulation tools using tensor decompositions and optimization techniques to improve RF coil modeling for ultra-high field MRI, enhancing image quality and safety while reducing computational and licensing barriers.

COILS   SIMULATIONS   SOFTWARE
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