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SHDB-AF: a Japanese Holter ECG database of atrial fibrillation

PhysioNet2026-06-27 收录

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Holter ECG

数据链接：

https://physionet.org/content/shdb-af/1.0.1/数据链接链接失效反馈

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资源简介：

Holter ECG database from Japan, containing data from 100 unique patients with paroxysmal AF including expert annotations of Supraventricular arrhythmias at the beat level.

应用场景：

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心电信号

BackgroundScreening the general public for atrial fibrillation (AF) may enable early detection and timely intervention, which could potentially decrease the incidence of stroke. Existing screening met

NIAID Data Ecosystem200

C-AF-GAF Dataset

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心电信号图像化

C-AF-GAF dataset, a collection of 115,010 Gramian Angular Field (GAF) images designed for developing and benchmarking machine learning models for Atrial Fibrillation (AF) detection. The dataset is com

IEEE40

Comparison of network parameter quantities between the three AF-MSDC atrial fibrillation detection networks and the 1D-ResNet.

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神经网络参数量分析

Comparison of network parameter quantities between the three AF-MSDC atrial fibrillation detection networks and the 1D-ResNet.

NIAID Data Ecosystem20

RR Interval Data (9500NAF & 500PAF)

心电图分析

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This RR interval dataset is derived from 10,000 cases of 24-hour Holter monitoring data sampled at 128 Hz. Among the cases, 9,500 are labeled as non-atrial fibrillation (NAF), and 500 as paroxysmal at

DataCite Commons2026-04-27 更新120

Detection rates of new cases of AF stratified by age groups–Specialist ECG verified AF cases (N = 10).

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年龄分层分析

Detection rates of new cases of AF stratified by age groups–Specialist ECG verified AF cases (N = 10).

NIAID Data Ecosystem20