Iowa State University · EngineeringCardiac Insight Lab
Ming-Chen Hsu · Ames, Iowa
Research Focus
Dr. Ming-Chen Hsu’s lab at Iowa State University focuses on improving heart valve disease treatments through advanced computer modeling and machine learning. They develop a digital twin technology that simulates how heart valves work to help doctors personalize interventions for patients. The goal is to enhance treatment effectiveness, make healthcare more efficient, and improve patients' quality of life.
digital twinscardiac mechanicspersonalized medicinemachine learningheart valve disease
Research Aims
3AIM 01Develop an efficient neural network-driven finite element model for heart valve dynamics.
AIM 02Simulate multiphysics cardiovascular interactions based on patient-specific data.
AIM 03Integrate neural network models into a comprehensive digital twin platform for assessing heart valve treatments.
Skills the Lab Values
finite element analysisneural network modelingcomputational simulationsdata visualizationprogramming in Python
Output against the department
Publications195top 50% of dept.137th of 278
this lab
most publishedleast published
Citations12ktop 31% of dept.85th of 278
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.