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

Saitama Heart Database Atrial Fibrillation (SHDB-AF) is a novel open-sourced
Holter ECG database from Japan, containing data from 100 unique patients with
paroxysmal atrial fibrillation. The dataset contains raw ECG recordings with
manually annotated rhythm at the beat level performed by a fellow in
cardiology. The dataset was collected as part of a study evaluating the
generalization performance of a deep learning atrial fibrillation event
detection model across different distribution shifts.

搜集汇总

背景与挑战

背景概述

SHDB-AF是一个日本人群的Holter心电图数据库，专注于阵发性房颤，包含100名患者的原始心电图记录和手动心跳级别注释。该数据集是开源的，旨在填补现有房颤数据集中缺乏日本样本的空白，适用于评估深度学习模型在不同分布变化下的泛化性能，可作为心律失常检测算法的基准数据集。