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ECG心拍分類データセット##要約このデータセットは2つの心拍信号セットから構成されています。これら2つの心拍データセットは、心拍分類における2つの著名なデータセット[MIT - BIH不整脈データセット]と[PTB診断ECGデータベース]から来ています。2つのセット内のサンプル数は、深層ニューラルネットワークを訓練するのに十分です。このデータセットは、深層ニューラルネットワークアーキテクチャを用いた心拍分類を探索し、その上でのいくつかの転移学習能力を観察するために使用されています。これらの信号は、正常な症例と、さまざまな不整脈や心筋梗塞の影響を受けた症例の心拍心電図(ECG)の形状に対応しています。これらの信号は前処理され、セグメント化されており、各セグメントは1つの心拍に対応しています。##内容不整脈データセット
サンプル数:109446
カテゴリ数:5
サンプリング周波数:125Hz
データソース:PhysionetのMIT - BIH不整脈データセット
クラス:['N':0,'S':1,'V':2,'F':3,'Q':4]
PTB診断心電図データベース
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- 1. The data originates from internet data collection or provided by service providers, and this platform offers users the ability to view and browse datasets.
- 2. This platform serves only as a basic information display for datasets, including but not limited to image, text, video, and audio file types.
- 3. Basic dataset information comes from the original data source or the information provided by the data provider. If there are discrepancies in the dataset description, please refer to the original data source or service provider's address.
- 1. All datasets on this site are copyrighted by their original publishers or data providers.
- 1. If you need to repost data from this site, please retain the original data source URL and related copyright notices.
- 1. If any data on this site involves infringement, please contact us promptly, and we will arrange for the data to be taken offline.