Datasets
Publicly available datasets with which to assess the performance of PPG beat detectors.
Summary of available datasets
Follow the links to find out more about each dataset.
| Dataset | Description |
|---|---|
| CapnoBase | High-quality recordings from patients undergoing elective surgery and routine anaesthesia. |
| BIDMC | High-quality recordings from critically-ill adults during routine clinical care. |
| MIMIC PERform Training Dataset | Recordings from patients during routine clinical care, who are categorised as either adults or neonates. |
| MIMIC PERform Testing Dataset | Recordings from patients during routine clinical care, who are categorised as either adults or neonates. |
| MIMIC PERform AF Dataset | Recordings from critically-ill adults during routine clinical care, categorised as either AF (atrial fibrillation) or non-AF. |
| MIMIC PERform Ethnicity Dataset | Recordings from critically-ill adults during routine clinical care, who are categorised as either Black or White ethnicity. |
| WESAD | Recordings from volunteers during a laboratory-based protocol designed to induce different emotions. |
| PPG-DaLiA | Recordings from volunteers during a protocol of activities of daily living. |
Source: descriptions are adapted from DOI: 10.1088/1361-6579/ac826d under CC BY 4.0.