Area of research
Cardiology and Cardiovascular Medicine · Emergency Medicine
Research interest
Research interests include ECG Monitoring and Analysis, Heart Rate Variability and Autonomic Control, Cardiac Arrest and Resuscitation, and Cardiac electrophysiology and arrhythmias.
From sleep patterns to heart rhythm: Predicting atrial fibrillation from overnight polysomnograms
Heart murmur detection from phonocardiogram recordings: The George B. Moody PhysioNet Challenge 2022
Beyond Heart Murmur Detection: Automatic Murmur Grading From Phonocardiogram
Issues in the automated classification of multilead ecgs using heterogeneous labels and populations
The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification
Will Two Do? Varying Dimensions in Electrocardiography: The PhysioNet/Computing in Cardiology Challenge 2021
Classification and Prediction of Post-Trauma Outcomes Related to PTSD Using Circadian Rhythm Changes Measured via Wrist-Worn Research Watch in a Large Longitudinal Cohort
Classification of 12-lead ECGs: the PhysioNet/Computing in Cardiology Challenge 2020
Classification of 12-lead ECGs: the PhysioNet/Computing in Cardiology Challenge 2020
Machine Learning Methods for Neonatal Mortality and Morbidity Classification
Real-time phonocardiogram anomaly detection by adaptive 1D Convolutional Neural Networks