UWMUniversity of Wisconsin-Madison · Mathematics & Statistics
CardioCare Lab
Anoop Mayampurath · Madison, Wisconsin
Research Focus
Dr. Anoop Mayampurath's research lab is focused on improving healthcare outcomes for hospitalized children, particularly by predicting cardiopulmonary deterioration. The lab is developing a new clinical decision support tool that uses machine learning to analyze electronic health records and provide real-time insights for healthcare providers. This tool aims to enable timely interventions, ultimately enhancing the quality of care for pediatric patients at risk.
cardiopulmonary deteriorationmachine learningclinical decision supportpediatric healthcareelectronic health records
Research Aims
3AIM 01Develop a new hospital-wide prediction model for cardiopulmonary deterioration events in children.
AIM 02Create algorithms that provide real-time physiological explanations for model predictions.
AIM 03Design a user-friendly clinical decision support tool that integrates the prediction model and explanatory algorithms.
Skills the Lab Values
machine learningalgorithm developmentdata analysisuser interface designelectronic health record analysis
Output against the department
Publications167bottom 33% of dept.88th of 131
this lab
most publishedleast published
Citations3.3kbottom 24% of dept.100th of 131
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.