Available Datasets
The following datasets are available for use with the toolbox of algorithms:
- Synthetic Dataset: Simulated ECG and pulse oximetry (photoplethysmography, PPG) signals at a range of heart rates and respiratory rates to assist with algorithm development.
- Vortal Dataset: Simultaneous ECG, PPG and oral-nasal pressure respiratory signals acquired from healthy volunteers.
- BIDMC Dataset: Simultaneous ECG, PPG and thoracic impedance signals recorded from critically-ill patients.
Upcoming Datasets
We hope to make the following dataset available for use with the toolbox in the future:
- Listen Dataset: Simultaneous ECG, PPG and impedance pneumography respiratory signals acquired from acutely-ill hospital patients recovering from cardiac surgery.
Other Compatible Datasets
The following datasets are publicly available, and can be used with the toolbox after some processing:
- MIMIC II Dataset: Simultaneous ECG, PPG and impedance pneumography respiratory signals acquired from intensive care patients.
- CapnoBase Dataset: Simultaneous ECG, PPG and capnography respiratory signals acquired from children and adults during elective surgery and routine anaesthesia.