Deep learning for automated detection of generalized paroxysmal fast activity in Lennox-Gastaut syndrome.

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作者： Ewan S,Nurse ^[1] ; Linda J,Dalic ^[2] ; Shannon,Clarke ^[3] ; Mark,Cook ^[4] ; John,Archer ^[5]

作者单位： Seer Medical, Melbourne, VIC 3000, Australia; Department of Medicine (St. Vincent's Hospital Melbourne), University of Melbourne, Fitzroy, VIC 3065, Australia. Electronic address: ewan@seermedical.com. ^[1] Department of Medicine (Austin Hospital), University of Melbourne, Heidelberg, VIC 3084, Australia; Department of Neurology, Austin Health, Heidelberg, VIC 3084, Australia. ^[2] Seer Medical, Melbourne, VIC 3000, Australia. ^[3] Department of Medicine (St. Vincent's Hospital Melbourne), University of Melbourne, Fitzroy, VIC 3065, Australia. ^[4] Department of Medicine (Austin Hospital), University of Melbourne, Heidelberg, VIC 3084, Australia; Department of Neurology, Austin Health, Heidelberg, VIC 3084, Australia; The Florey Institute of Neuroscience and Mental Health, Heidelberg, VIC 3084, Australia; Murdoch Children's Research Institute, Parkville, VIC 3052, Australia. ^[5]

关键词 Deep learning EEG GPFA LGS Seizure detection

主题词人类(Humans);脑(Brain);脑电描记术(Electroencephalography)

DOI 10.1016/j.yebeh.2023.109418

PMID 37677902

发布时间 2023-10-24

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Epilepsy & behavior

2023年147卷

109418页

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Deep learning for automated detection of generalized paroxysmal fast activity in Lennox-Gastaut syndrome.

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Deep learning for automated detection of generalized paroxysmal fast activity in Lennox-Gastaut syndrome.

Epilepsy & behavior

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