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Projects

Diet and food
Knowledge Discovery

Assessing Dietary Behaviors over Time

Assessing Dietary Behaviors Over Time

April 14, 2025
1 min read
Colonoscopy
Natural Language Processing (NLP)

Improving Colorectal Follow-up Screening

Improving Colorectal Follow-up Screening

April 14, 2025
1 min read
Elderly diabetic

Understanding Diabetes Risk in Elderly Individuals

Understanding Diabetes Risk in Elderly Individuals

April 14, 2025
1 min read
AI to human brain

Bridge2AI Coordination Center

Building BRIDGES: Coordinating Standards, Diversity, and Ethics to Advance Biomedical AI (U54 HG012517)

April 11, 2025
1 min read
Cancer screening
Natural Language Processing (NLP)

Chatbots for cascade screening

Development of chatbots to facilitate cascade screening for hereditary cancers

April 11, 2025
1 min read
WHI logo

Improving Fracture Prediction in Post-Menopausal Women

Women's Health Initiative (WHI)

April 11, 2025
2 min read
Kidney bladder doctor
Knowledge Discovery

Predicting CRRT Response

Predicting response to Continuous Renal Replacement Therapy (CRRT)

April 11, 2025
1 min read
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
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
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
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 patient consults with her physician
Biomedical Knowledge Representation, Decision Support

Data-driven Diagnostic Decision Support

SmartDx, a decision support system, learns the optimal sequence of diagnostic tests tailored to a patient’s unique characteristics and circumstances

November 25, 2024
1 min read
a man in a black shirt is holding a light blue ribbon symbolizing prostate cancer
Decision Support, Image Analysis & Understanding

Improving Prostate Cancer Diagnosis

This grant develops novel techniques using mp-MRI and MRI-ultrasound to create a model that allows for a non-invasive, "imaging biopsy"

November 25, 2024
1 min read
a stylized x-ray image of lungs
Decision Support, Image Analysis & Understanding

CDS for Indeterminate Pulmonary Nodules

The development of a clinical decision support tool for the management of screen- and incidentally-detected IPNs

November 20, 2024
1 min read
Young girl using an inhaler
Decision Support, Digital Health, Knowledge Discovery

Advancing mHealth Informatics

Biomedical REAl-Time Health Evaluation for Pediatric Asthma (BREATHE)

November 19, 2024
1 min read

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