Predicting Cardiac Deterioration: A Multi-Center Independent Validation Study

March 29, 2022 from 12:30 - 1:00PM CST

A single-center cohort study was conducted at Texas Children’s Hospital where the results showed the prediction of cardiorespiratory deterioration in single ventricle patients up to 1-2 hours in advance. Could this be translated to other hospitals across the country? That is what the team of physicians from Children's Colorado, Nationwide Children's Hospital, Lurie Children’s Hospital and Children's Hospital of Philadelphia put to the test.

Join Dr. Craig Rusin as he gives and overview of:

  • Key data results from the study including ROC score of 0.927 for predicting deterioration
  • Details on how the algorithm recognizes precursors to deterioration in real-time
  • Methods used to collect over 9000,000 hours of data
  • Translating the research algorithm across multiple hospitals with heterogeneous clinical infrastructure

Craig Rusin, Ph.D.

- Associate Professor at Baylor College of Medicine and Texas Children's Hospital

- Associate Professor of Computational Applied Math, Rice University

- CTO and co-founder of Medical Informatics Corp.

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