Training set and testing set of ECG signals

The collection contains 3121 ECG signals with 5,000 values each. ECG signals were generated using FLUKE “ProSim 4 Vital Sign and ECG Simulator”. Dataset counted 3121 signals. Each signal included 5 seconds and 5000 measurements (5 kHz). The collection includes the following categories of signals: Normal Rhythm, Atrial Fibrillation, Brachycardia, Premature ventricular contractions (PVC), Trachycardia, Ventricular tachycardia with heart rate > 160 bpm (VTach-160bpm).

本数据集共包含3121条心电图（Electrocardiogram, ECG）信号，每条信号含5000个采样点。所有心电图信号均通过福禄克（FLUKE）"ProSim 4生命体征与心电图模拟器"生成。该数据集总计收录3121条信号，每条信号时长为5秒，包含5000个测量点，采样率为5千赫兹（kHz）。本数据集涵盖以下几类信号：正常心律（Normal Rhythm）、心房颤动（Atrial Fibrillation）、心动过缓（Brachycardia）、室性早搏（Premature ventricular contractions, PVC）、心动过速（Trachycardia）以及心率超过160次/分钟的室性心动过速（Ventricular tachycardia with heart rate > 160 bpm, VTach-160bpm）。