Stanford University · Biomedical EngineeringChaudhari Cardiovascular Lab
Akshay Chaudhari · Stanford, California
Research Focus
The lab led by Dr. Akshay Chaudhari at Stanford University focuses on improving cardiovascular disease risk prediction using advanced deep learning techniques. By analyzing existing abdominal CT scans and electronic medical records, the lab aims to develop new algorithms that enhance the accuracy of risk assessments for conditions such as heart attacks and strokes. Their work not only seeks to refine traditional prediction methods but also to promote health equity by ensuring accurate evaluation across diverse populations.
deep learningcardiovascular diseaseCT imagingrisk predictionhealth equity
Research Aims
3AIM 01Build automated algorithms to analyze abdominal CT scans for cardiovascular risk metrics.
AIM 02Augment traditional risk equations with quantitative imaging data and patient history.
AIM 03Develop methods to ensure model effectiveness across different demographic groups.
Skills the Lab Values
deep learningimage segmentationelectronic medical records analysisdata integrationstatistical modeling
Output against the department
Publications289top 33% of dept.195th of 595
this lab
most publishedleast published
Citations5.0kbottom 38% of dept.366th of 595
this lab
most citedleast cited
Career totals from OpenAlex, compared against labs that share a department. A department spans everything from one paper to tens of thousands, so bar heights are on a log scale — otherwise the largest lab would flatten every other bar to a line.