Video-based detection of epileptic spasms in West syndrome using a deep neural network: A pilot case study

Katsuki Eguchi,Hiroaki Yaguchi,Sachiko Nakakubo,Midori Nakajima,Yuki Ueda,Kiyoshi Egawa,Hideaki Shiraishi,Ichiro Yabe

Journal of the Neurological Sciences（2023）

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摘要

•We applied deep neural networks (DNN) to video data to detect spasms of west syndrome. •The trained model showed a relatively high personalized spasm detection performance. •The DNN would be helpful in reducing the burden in evaluating video data.

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关键词

West syndrome, Infantile spasms, Video electroencephalographic monitoring, Machine learning, Case report

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