Scaling convolutional neural networks achieves expert-level seizure detection in neonatal EEG.
Robert HoganSean R. MathiesonAurel LucaSoraia VenturaSean GriffinGeraldine B. BoylanJohn M. O'ToolePublished in: CoRR (2024)
Keyphrases
- video recordings
- epileptic seizures
- convolutional neural networks
- eeg signals
- higher level
- detection algorithm
- automatic detection
- levels of abstraction
- brain activity
- detection rate
- detection accuracy
- signal processing
- false alarms
- false positives
- detection method
- video data
- object detection
- mri data
- convolutional network
- magnetic resonance imaging
- face detection
- eeg data
- event related potentials