Team DeepHeart

 

Project Title: Post-Operative Arrhythmia Detection in Pediatric Cardiac Patients

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Description: To develop a novel patient monitoring system for the detection of arrhythmias by combining features of ECG, central venous pressure (CVP), arterial blood pressure (ABP)), and pulse oximeter or photoplethysmogram (PPG) waveforms in children with congenital heart disease (CHD).

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Team Members: 

• Yiwei Zhu (Ph.D. Student, Chemical and Biomolecular Engineering) 

• 
Tianqi Ma (Ph.D. Student, Applied Physics)  

• 
Charles Abbott ('21 Statistics/Mathematical Economic Analysis) 

• 
Paula Rescala ('21 Computational and Applied Mathematics) 

• 
Ricky Morse ('21 Computational and Applied Mathematics) 

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Sponsor: Texas Children's Hospital

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Sponsor Mentors:​

• Sebastian Acosta, PhD, Department of Pediatrics, Baylor College of Medicine

• Parag Jain, MD FAAP, Assistant Professor of Pediatrics, Section of Critical Care Medicine, Texas Children’s Hospital

• Jamie Waugh, Research Department, Medical Informatics Corp

• Craig Rusin, PhD, Assistant Professor of Pediatrics, Texas Children’s Hospital   

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Faculty Mentor:

Dr. Arko Barman, Assistant Teaching Professor, D2K Lab