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Projects

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Digital Health, Knowledge Discovery

EPI-LoVE

Exploring, Predicting, and Intervening on Long-term Viral suppression Electronically (EPI-LoVE)

June 24, 2026
1 min read
Stylized image of clinician holding stethoscope and grid of medical informatics tools.
Image Analysis & Understanding, Knowledge Discovery

Expanding on a New Paradigm for MRI in Pediatric Congenital Heart Disease

Expanding on a New Paradigm for MRI in Pediatric Congenital Heart Disease

June 24, 2026
1 min read
digital heart and dna
Digital Health, Knowledge Discovery

Hypothalamic Amenorrhea as a Fertility Status Marker for Cardiovascular Health

Hypothalamic Amenorrhea as a Fertility Status Marker for Cardiovascular Health

June 24, 2026
1 min read
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
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
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
man on laptop with linked data
Biomedical Knowledge Representation

Making Biomedical ML Reproducible

Our project is forging standards and a community around model reproducibility and comparison in healthcare.

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
science formula and math equation abstract background. concept of machine learning and artificial
Knowledge Discovery

Modeling Electronic Health Records

Dynamic Graph-based Positive-unlabeled Learning Framework for Modeling Electronic Health Records

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

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