Decision Support

Digital lung
Biomedical Knowledge Representation, Decision Support, Image Analysis & Understanding, Knowledge Discovery

Determining the Malignancy of Lung Nodules

Integrating Cell-Free DNA Methylome and CT Imaging to Determine the Malignancy of Lung Nodules

September 30, 2025
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)

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

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

Computational Feature Profiling for Prostate Cancer

Computational Feature Profiling and Modeling for Prostate Cancer Detection and Risk Stratification

September 30, 2025
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

1 min read
digital lung visualization
Decision Support, Image Analysis & Understanding, Knowledge Discovery

EFIRM Liquid Biopsy Research Laboratory: Early Lung Cancer Assessment

EFIRM Liquid Biopsy Research Laboratory: Early Lung Cancer Assessment

September 30, 2025
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"

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

September 30, 2025
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

September 30, 2025
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

September 30, 2025
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

September 30, 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

September 30, 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

1 min read