Featured Publications
Detection of left ventricular systolic dysfunction from single-lead electrocardiography adapted for portable and wearable devices
Khunte A, Sangha V, Oikonomou E, Dhingra L, Aminorroaya A, Mortazavi B, Coppi A, Brandt C, Krumholz H, Khera R. Detection of left ventricular systolic dysfunction from single-lead electrocardiography adapted for portable and wearable devices. Npj Digital Medicine 2023, 6: 124. PMID: 37433874, PMCID: PMC10336107, DOI: 10.1038/s41746-023-00869-w.Peer-Reviewed Original ResearchArtificial intelligenceRandom Gaussian noiseNoisy electrocardiogramGaussian noiseElectrocardiogram (ECGWearable devicesSingle-lead electrocardiogramPortable devicesSNRWearableNoiseDevice noiseRepositoryAI-based screeningIntelligenceDetectionDevicesNoise sourcesVentricular systolic dysfunctionModelElectrocardiogramSingle-lead electrocardiographyTraining
2023
DEEP LEARNING-BASED DETECTION OF LEFT VENTRICULAR SYSTOLIC DYSFUNCTION FROM NOISY SINGLE LEAD ELECTROCARDIOGRAPHY ADAPTED FOR WEARABLE DEVICES
Khunte A, Sangha V, Dhingra L, Oikonomou E, Mortazavi B, Khera R. DEEP LEARNING-BASED DETECTION OF LEFT VENTRICULAR SYSTOLIC DYSFUNCTION FROM NOISY SINGLE LEAD ELECTROCARDIOGRAPHY ADAPTED FOR WEARABLE DEVICES. Journal Of The American College Of Cardiology 2023, 81: 2262. DOI: 10.1016/s0735-1097(23)02706-7.Peer-Reviewed Original ResearchLeft ventricular systolic dysfunctionVentricular systolic dysfunctionSingle-lead electrocardiographySystolic dysfunctionLead electrocardiography