ECG Heartbeat Classification Data - Preprocessed MIT-BIH and PTBDB

This upload contains the preprocessed mitbih_train.csv and mitbih_test.csv files used in the paper 'A hybrid CNN-Based multi-class classification model for ECG signal analysis on the MIT-BIH dataset'. The data is sourced from the Kaggle Heartbeat Categorization dataset by Shayan Fazeli, which integrates and preprocesses signals from the PhysioNet MIT-BIH Arrhythmia and PTB Diagnostic databases.

本次上传包含论文《面向MIT-BIH数据集的心电图信号分析的混合卷积神经网络（Convolutional Neural Network, CNN）多分类模型》中所使用的预处理版mitbih_train.csv与mitbih_test.csv文件。本数据集来源于Shayan Fazeli发布于Kaggle的Heartbeat Categorization（心搏分类）数据集，该数据集整合并预处理了PhysioNet MIT-BIH心律失常数据库与PTB诊断数据库中的心电信号。