DOSE-I: A Multimodal Biosignal Dataset of Procedural Sedation for Endoscopy -- Technical Report
This dataset provides a valuable resource for researchers developing automated sedation depth monitoring systems, but it is primarily a data contribution rather than a methodological advance.
The authors present DOSE-I, a multimodal biosignal dataset of procedural sedation for endoscopy, containing 78.5 hours of recordings from 281 procedures with detailed annotations of consciousness transitions and sedation depth. The dataset is made publicly available to support research in sedation monitoring.
In this document, we describe characteristics and technical details of the multimodal biosignal dataset DOSE-I of procedural sedation for endoscopy published on zenodo. The DOSE-I dataset includes 78.5 hours of recording in 171 records ranging from 6.7 to 70.8 minutes (mean: 27.5, SD: 11.6) of 281 endoscopic procedures. 1129 (median: 6 per record) transitions of consciousness and 7328 (median: 39 per record) individual sedation depth labels were recorded. In addition to clinically annotated biosignals, the DOSE-I dataset provides detailed static data about the respective study subject and metadata about the respective recordings. To further support future research, we provide details about artifact detection and preprocessed pEEG features, too. C code used for this preprocessing is provided separately via Github.