Automated video analysis of emotion and dystonia in epileptic seizures

• Published in: Epilepsy research Vol. 184; p. 106953
• Main Authors: Hou, Jen-Cheng, Thonnat, Monique, Bartolomei, Fabrice, McGonigal, Aileen
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.08.2022; Elsevier
• Subjects: Artificial intelligence; Computer Science; Computer Vision and Pattern Recognition; Dystonia; Emotion; Hyperkinetic; Neural network; Semiology; Neural network; Dystonia; Emotion; Artificial intelligence; Hyperkinetic; Semiology

To investigate the accuracy of deep learning methods applied to seizure video data, in discriminating individual semiologic features of dystonia and emotion in epileptic seizures. A dataset of epileptic seizure videos was used from patients explored with stereo-EEG for focal pharmacoresistant epilep...