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Projects

Woman looking at refractometer eye test machine in ophthalmology
Digital Health, Image Analysis & Understanding

Preventing Diabetic Retinopathy

This project aims create predictive models for automated diabetic retinopathy assessment using patient risk factor data and digital retinal images.

April 08, 2025
1 min read
breast cancer ribbon cropped
Decision Support, Image Analysis & Understanding

Same-Day Diagnostic Imaging in Breast Cancer Screening

Using Artificial Intelligence to Support Efficient Same-Day Diagnostic Imaging in Breast Cancer Screening

June 24, 2026
1 min read
Kidney bladder doctor
Decision Support, Knowledge Discovery

Understanding Chronic Kidney Disease

Using (ML)-based methods, we are developing CKD and eGFR trajectory models over time, stratified across age, gender, and different racial/ethnic groups

December 02, 2024
1 min read
Elderly diabetic

Understanding Diabetes Risk in Elderly Individuals

Understanding Diabetes Risk in Elderly Individuals

April 14, 2025
1 min read
Man touching forehead in discomfort
Image Analysis & Understanding

Understanding Stroke

Stroke is a leading cause of mortality and morbidity in the U.S., with approximately 795,000 Americans experiencing a new or recurrent stroke per year

November 27, 2024
1 min read
A black smart watch lies on top of a smart phone
Digital Health

Using mHealth to Assess Heart Failure Treatment

Minimally invasive home monitoring of heart failure patients using mHealth

December 09, 2024
1 min read
A black smart watch lies on top of a smart phone
Digital Health, Knowledge Discovery

Wearable Multiplexed Biosensor to Guide Exercise in Patients with Heart Failure

Development of a Wearable Multiplexed Biosensor to Guide Exercise in Patients with Heart Failure

June 24, 2026
1 min read

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