Case Western Reserve University · Biomedical EngineeringHeart Imaging Innovations Lab
Shuo Li · Cleveland, Ohio
Research Focus
The research lab of Dr. Shuo Li focuses on improving the prediction and management of heart failure through advanced imaging techniques. By analyzing non-contrast low-dose CT scans, the lab aims to develop machine learning models that can identify individuals at high risk of heart failure. The lab's work combines innovative radiomics with clinical health assessments, seeking to enhance preventive strategies and ensure more personalized patient care.
heart failureradiomicsmachine learningCT imagingrisk prediction
Research Aims
3AIM 01Develop automated tools for extracting radiomic features from CT scans.
AIM 02Create a risk prediction model for heart failure using CT-derived radiomics and clinical data.
AIM 03Assess the fairness of heart failure risk prediction models across different socio-racial groups.
Skills the Lab Values
machine learningradiomic extractionCT imaging analysisclinical data analysisdata visualization
Output against the department
Publications2,372top 1% of dept.2nd of 595
this lab
most publishedleast published
Citations52ktop 3% of dept.17th 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.