Automating the Detection of Junctional Ectopic Tachycardia in Pediatric Populations

November 10th, 2020

Parag Jain, MD

  • Assistant Professor of Pediatrics
  • Critical Care and Pediatric Cardiac Critical Care Medicine
  • Baylor College of Medicine
  • Texas Children's Hospital

Find out real-time & retrospective waveform data was used to build a novel detector of a common postoperative arrhythmia.

Here are just a few of the tops Dr. Jain discussed during his session:

  • The need to go beyond ECG waveforms to CVP and ABP to detect JET
  • Using multi-modal data to improve quality of life
  • The impact of waveform morphology on algorithm development


Click on a video below to watch.

Going Beyond ECG Waveforms to CVP and ABP to Detect JET

Using Data to Reduce Alarm Fatigue

The Impact of Waveform Morphology on Algorithm Development

Visualizing Data to Impact Timely Diagnosis and Minimize Pharmacologic Interventions

Using Data to Quantify and Measure Intervention Plans

Using Multi-Modal Data to Improve Quality of Life

Collaborating with Other Institutions to Improve Clinical Outcomes