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Automatic and interpretable prediction of the site of origin in outflow tract ventricular arrhythmias: machine learning integrating electrocardiograms and clinical data

Frontiers in Cardiovascular Medicine

Current clinical methods to identify the SOO are based on qualitative analysis of pre-operative electrocardiograms (ECG), heavily relying on physician’s expertise. Pinpointing the SOO enhances the likelihood of a successful procedure, reducing intervention times and recurrence rates.

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Estimation of aortic stiffness by finger photoplethysmography using enhanced pulse wave analysis and machine learning

Frontiers in Cardiovascular Medicine

Introduction Aortic stiffness plays a critical role in the evolution of cardiovascular diseases, but the assessment requires specialized equipment. Photoplethysmography (PPG) and single-lead electrocardiogram (ECG) are readily available in healthcare and wearable devices. and −0.75, respectively, both P  < 0.001).

Aortic 59
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ID: 4118785 Predicting Aortic Stenosis in the Community using an Artificial Intelligence Model for 12-lead Electrocardiograms

HeartRhythm

Aortic stenosis (AS) is an increasingly common valvular disease and, if left untreated, can lead to heart failure (HF).

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Abstract TMP12: Artificial Intelligence-estimated Probability of Aortic Stenosis Is an Independent Predictor of Major Adverse Cardiac Events in Patients with Carotid Artery Disease After Carotid Endarterectomy

Stroke Journal

Aortic stenosis (AS) is an age-related valve disease that is associated with a high rate of MACE. An artificial intelligence-based AS estimation algorithm (AI-AS) can identify AS with high accuracy using electrocardiogram. The electrocardiogram closest to the CEA date was used to calculate AI-AS (AS probability ranging from 0-1).

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Real-Time Analysis of Conduction Disturbances During TAVR With the CARA Monitor

HeartRhythm

The occurrence of conduction disturbances (CDs) remains the most frequent complication of transcatheter aortic valve replacement (TAVR). However, little is known about the timing of electrocardiogram (ECG) changes and CDs during the TAVR procedure.

TAVR 40
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ECG characteristics of “true” left bundle branch block: Insights from transcatheter aortic valve–related LBBB and His-Purkinje conduction system pacing–correctable LBBB

HeartRhythm

Left bundle branch block (LBBB) pattern on the electrocardiogram includes patients with both complete conduction block in the His-Purkinje system as well as nonspecific left ventricular conduction delay without discrete block.

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Anteroseptal accessory pathways: Killing one bird with two stones

Journal of Cardiovascular Electrophysiology

AS-APs can be successfully ablated from the right atrium (RA) or the aortic valve's noncoronary cusp (NCC). Methods and Results A 21-year-old female with supraventricular tachycardia (SVT) and pre-excitation on electrocardiogram (ECG) underwent electrophysiology study (EPS) confirming an AS-AP with anterograde and retrograde conduction.