Datasets › MIMIC PERform Testing Dataset
MIMIC PERform Testing Dataset
The MIMIC PERform Testing dataset contains the following physiological signals recorded from 200 critically-ill patients during routine clinical care:
- electrocardiogram (ECG)
- photoplethysmogram (PPG)
- impedance pneumography (imp), also known as respiratory (resp)
- (in some cases) arterial blood pressure (abp)
Each signal is sampled at 125 Hz. The dataset also contains some fixed parameters for each subject (such as whether the subject was an adult or neonate).
The dataset is available in CSV, Matlab, and WaveForm Database formats here.
Further details of the datasets are provided in the documentation accompanying the ppg-beats project documentation.
The dataset was extracted from the MIMIC III Waveform Database.
Benchmarks archive 2025-07-28
All 2 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Photoplethysmography (PPG) beat detection | MIMIC PERform Testing Dataset | MSPTD: MultiScale Peak & Trough Detection F1 score 97.5 | Detecting beats in the photoplethysmogram: benchmarking... | peterhcharlton/ppg-beats | 15 | Compare |
| Photoplethysmography (PPG) heart rate estimation | MIMIC PERform Testing Dataset | MSPTD: MultiScale Peak & Trough Detection MAPE 2.4 | Detecting beats in the photoplethysmogram: benchmarking... | peterhcharlton/ppg-beats | 15 | Compare |
Papers archive 2025-07-28
1 shown of 1 paper with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 2. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Detecting beats in the photoplethysmogram: benchmarking open-source algorithms | 1 | 30 | 19 Jul 2022 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Open Data Commons Open Database License v1.0
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- MIMIC PERform Testing Dataset
1 variant name, as the archive lists them.
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