AI Analysis of Heart Tracings to Identify and Locate Fast Heart Rhythms
Tests an AI program that reads ECGs to diagnose fast heart rhythms.
Plain-language title generated from the registry record
Registry title: AI-Based Differential Diagnosis and Localization of Tachycardia Using ECG: Multicenter Registry (EP-AI ASSIST)
Key facts
- Where
- Incheon, South KoreaSee the site
Where in South Korea
- Inha University HospitalIncheon, South KoreaTaking people
Questions to ask the study team
- How often do I need to come in, and for how long each time?
- Are travel costs paid?
- Can I keep my own doctor?
- What happens if I want to stop?
Trial details
- Who runs it
- Inha University Hospital
- Trial code
- NCT07859020
- Record updated
- 30 October 2026
- Original description
This multicenter retrospective study aims to develop, validate, and clinically apply an artificial intelligence (AI)-powered electrocardiography (ECG) algorithm for the diagnosis and prognostic prediction of cardiovascular diseases, including coronary artery disease and heart failure. By utilizing encrypted raw 12-lead ECG text data and deep neural network models, the study evaluates the effectiveness of AI-enhanced ECG in detecting cardiac abnormalities and predicting clinical outcomes.Read full original descriptionShow less
AI-based Differential Diagnosis and Localization of Tachycardia Using ECG: Multicenter Registry (EP-AI ASSIST)
This multicenter retrospective study aims to develop, validate, and clinically apply an artificial intelligence (AI)-powered electrocardiography (ECG) algorithm for the diagnosis and prognostic prediction of cardiovascular diseases, including coronary artery disease and heart failure. By utilizing encrypted raw 12-lead ECG text data and deep neural network models, the study evaluates the effectiveness of AI-enhanced ECG in detecting cardiac abnormalities and predicting clinical outcomes.
Inclusion: Age 19 years or older; Diagnosis of one of the following arrhythmias: paroxysmal supraventricular tachycardia (PSVT), Wolff-Parkinson-White (WPW) syndrome, premature ventricular contractions (PVC), or ventricular tachycardia (VT); Underwent an electrophysiological study (EPS) and catheter ablation; Available 12-lead electrocardiogram (ECG) records that can be extracted as text (XML) files.
Exclusion: Inadequate ECG data quality, as judged by the investigator; Missing medical records required for the study, as judged by the investigator.