AI-driven Automatic Chest X-Ray Cardiovascular structure quantification for Cardiovascular Risk Estimation
Principal Investigator
Name
Richard Du
Degrees
Ph.D.
Institution
Detect Medical Technology Limited
Position Title
Data Scientist
Email
About this CDAS Project
Study
PLCO
(Learn more about this study)
Project ID
PLCOI-1122
Initial CDAS Request Approval
Dec 8, 2022
Title
AI-driven Automatic Chest X-Ray Cardiovascular structure quantification for Cardiovascular Risk Estimation
Summary
We propose a novel quantitative Chest X-Ray cardiovascular structures measurement and risk factor model to predict cardiovascular disease risk and future event. The PLCO dataset will be used to test and validate the AI generated chest x-ray cardiovascular risk biomarkers to cardiovascular mortality.
Aims
- To test and validate our novel AI Chest X Ray cardiovascular disease risk biomarker on the PLCO dataset
- To adapt and fine-tune novel AI Chest X Ray model on PLCO the dataset
Collaborators
HKUST TSSSU