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  2. Current Collaborations

Current Collaborations

Colonoscopy
Natural Language Processing (NLP)

Improving Colorectal Follow-up Screening

Improving Colorectal Follow-up Screening

April 14, 2025
1 min read
WHI logo

Improving Fracture Prediction in Post-Menopausal Women

Women's Health Initiative (WHI)

April 11, 2025
2 min read
patients receiving dialysis
Decision Support, Knowledge Discovery

Improving the Patient Experience of Hemodialysis Vascular Access Decision Making

Improving the Patient Experience of Hemodialysis Vascular Access Decision Making

June 24, 2026
1 min read
doctor with clipboard
Decision Support, Natural Language Processing (NLP)

Increasing Surveillance Colonoscopy for High-risk Colorectal Polyps

Multilevel Health System Intervention to Increase Surveillance Colonoscopy for High-risk Colorectal Polyps

June 24, 2026
1 min read
lung ennervation
Biomedical Knowledge Representation, Decision Support, Image Analysis & Understanding, Knowledge Discovery

Lung Cancer Biomarker Characterization Center

Lung Cancer Biomarker Characterization Center

June 24, 2026
1 min read
Colonoscopy
Image Analysis & Understanding

Metastatic Disease after Neoadjuvant Intensive Androgen Signaling Inhibition

Identification of Men at High-Risk of Metastatic Disease After Neoadjuvant Intensive Androgen Signaling Inhibition

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

Predicting CRRT Response

Predicting response to Continuous Renal Replacement Therapy (CRRT)

April 11, 2025
1 min read
Kidney dialysis

Predicting ESKD Risk

Predicting end stage kidney disease risk

September 01, 2022
1 min read
paper brain breaking apart
Decision Support, Knowledge Discovery, Natural Language Processing (NLP)

Predicting Fatal and Non-Fatal Overdose: Rapid Overdose Surveillance Dashboard

Predicting Fatal and Non-Fatal Overdose in LA County With Rapid Overdose Surveillance Dashboard to Target Street-Based Addiction Treatment and Harm Redux

June 24, 2026
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
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
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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