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Models/HeartPy

HeartPy

Reported on 10 benchmarks across 5 tasks

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Medical6 results

  • ECG ClassificationonMIMIC PERform Testing Dataset
    MAPE
    4.9
    best: 51 (SWT: Stationary Wavelet Transform)
  • ECG ClassificationonMIMIC PERform Testing Dataset
    F1 score
    95.6
    best: 97.5 (MSPTD: MultiScale Peak & Trough Detection)
  • Photoplethysmography (PPG)onMIMIC PERform Testing Dataset
    MAPE
    4.9
    best: 51 (SWT: Stationary Wavelet Transform)
  • Photoplethysmography (PPG)onMIMIC PERform Testing Dataset
    F1 score
    95.6
    best: 97.5 (MSPTD: MultiScale Peak & Trough Detection)
  • Blood pressure estimationonMIMIC PERform Testing Dataset
    MAPE
    4.9
    best: 51 (SWT: Stationary Wavelet Transform)
  • Blood pressure estimationonMIMIC PERform Testing Dataset
    F1 score
    95.6
    best: 97.5 (MSPTD: MultiScale Peak & Trough Detection)

Methodology4 results

  • Electrocardiography (ECG)onMIMIC PERform Testing Dataset
    MAPE
    4.9
    best: 51 (SWT: Stationary Wavelet Transform)
  • Electrocardiography (ECG)onMIMIC PERform Testing Dataset
    F1 score
    95.6
    best: 97.5 (MSPTD: MultiScale Peak & Trough Detection)
  • Medical waveform analysisonMIMIC PERform Testing Dataset
    MAPE
    4.9
    best: 51 (SWT: Stationary Wavelet Transform)
  • Medical waveform analysisonMIMIC PERform Testing Dataset
    F1 score
    95.6
    best: 97.5 (MSPTD: MultiScale Peak & Trough Detection)