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SotA/Methodology/Medical waveform analysis/MIMIC PERform Testing Dataset

Medical waveform analysis on MIMIC PERform Testing Dataset

Metric: MAPE (higher is better)

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#Model↕MAPE▼AugmentationsPaperDate↕Code
1SWT: Stationary Wavelet Transform51No--Code
2ATM: Adaptive Threshold Method38.5No--Code
3WFD: Wavelet Foot Delineation17.5No--Code
4COppg: Percentile Peak Detector9.6No--Code
5PWD: Pulse Wave Delineator8.4No--Code
6ERMA: EventRelated Moving Averages7.9No--Code
7PDA: Peak Detection Algorithm7.8No--Code
8IMS: Incremental Merge Segmentation7.7No--Code
9HeartPy4.9No--Code
10SPAR: Symmetric Projection Attractor Reconstruction4.6No--Code
11qppg: Adapted Onset Detector3.5No--Code
12ABD: Automatic Beat Detection3.3No--Code
13Pulses3.3No--Code
14AMPD: Automatic Multiscale Peak Detection2.9No--Code
15MSPTD: MultiScale Peak & Trough Detection2.4No--Code