遇见数据集

wavecouple benchmark: synthetic coupled ECG-PLETH signal pairs with known coupling ground truth

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Zenodo2026-10-30 更新2026-11-05 收录
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A ground-truth-labelled dataset of 240 synthetic coupled ECG-photoplethysmogram (PLETH) signal pairs (120 s each, 500 Hz), varying coupling strength (alpha = 0 to 1), additive noise (SNR 5/10/20 dB and clean), and missing segments (0/10/30/50 percent). Each case is a two-column CSV (ecg, pleth) with a manifest.tsv index carrying the ground-truth labels (alpha, snr_db, frac_missing, seed). Generated deterministically by the wavecouple package (github-less, Zenodo-archived; DOI 10.5281/zenodo.23797941). Intended for benchmarking cross-signal coupling estimators (coherence, mutual information, Granger causality) and ECG morphology extraction under known conditions.

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Zenodo
创建时间:
2026-10-30
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