SPaRCNet data:Seizures, Rhythmic and Periodic Patterns in ICU Electroencephalography

Description

The IIIC dataset includes 50,697 labeled EEG samples from 2,711 patients' and 6,095 EEGs that were annotated by physician experts from 18 institutions. These samples were used to train SPaRCNet (Seizures, Periodic and Rhythmic Continuum patterns Deep Neural Network), a computer program that classifies IIIC events with an accuracy matching clinical experts.

Update Frequency

New data is added as soon as it is available.

License

BDSP Restricted Health Data License 1.0.0 "BDSP Licence; Data User Agreement:"

Documentation

More documentation can be found here

Managed By

See all datasets managed by Brain Data Science Platform.

Contact

admin@bdsp.io

How to Cite

SPaRCNet data:Seizures, Rhythmic and Periodic Patterns in ICU Electroencephalography was accessed on DATE from https://registry.opendata.aws/bdsp-sparcnet.

Usage Examples

Tools & Applications

• IIIC-SPaRCNet Github Repository by Brain Data Science Platform (BDSP)
  

Publications

• Development of Expert-Level Classification of Seizures and Rhythmic and Periodic Patterns During EEG Interpretation by Jing J, Ge W, Hong S, Fernandes MB, Lin Z, Yang C et al., et al.
  
• SPaRCNet data:Seizures, Rhythmic and Periodic Patterns in ICU Electroencephalography by Jing, J., Ge, W., Struck, A. F., Fernandes, M., Hong, S., An, S., et al.