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Preprocessed CPSC Data

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Figshare2024-11-06 更新2026-04-08 收录
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https://figshare.com/articles/dataset/Preprocessed_CPSC_Data/25532869/2
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资源简介:
<pre><pre>This dataset is a preprocessed version of the CPSC 2018 dataset, which contains 6877 ECG recordings. We preprocessed the dataset by resampling the ECG signals to 250 Hz and equalizing the ECG signal length to 60 seconds, <br>yielding a signal length of T=15,000 data points per recording.For the hyperparameter study, we employed a fixed train-valid-test split with ratio 60-20-20, while for the final evaluations, including the comparison with the state-of-the-art methods and ablation studies, we used a 10-fold cross-validation strategy.<br><br>The raw CPSC 2018 dataset can be downloaded from the website of the <br>PhysioNet/Computing in Cardiology Challenge 2020.<br>(License: Creative Commons Attribution 4.0 International Public License).</pre></pre><br>
提供机构:
Borst, Vanessa
创建时间:
2024-10-01
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