Automatic Video Analysis and Classification of Sleep-related Hypermotor seizures and Disorders of Arousal.

Matteo MoroVito Paolo PastoreGiorgia MarchesiPaola ProserpioLaura TassiAnna CastelnovoMauro ManconiGiulia NobileRamona CordaniSteve Alex GibbsFrancesca OdoneMaura CasadioLino Nobili

Published in: Epilepsia (2023)

The preliminary results obtained in this study highlighted the fact that our deep learning pipeline could be used by physicians as a tool to support them in the differential diagnosis of the different patterns of SHE and DOA, and encourage for further investigation.

Keyphrases

deep learning
machine learning
artificial intelligence
convolutional neural network
primary care
sleep quality
depressive symptoms
drug induced
neural network