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Automatic detection of epilepsy from EEGs using a temporal convolutional network with a self-attention layer

Abstract Background Over 60% of epilepsy patients globally are children, whose early diagnosis and treatment are critical for their development and can substantially reduce the disease’s burden on both families and society. Numerous algorithms for automated epilepsy detection from EEGs have been pro...

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Bibliografiset tiedot
Päätekijät: Leen Huang, Keying Zhou, Siyang Chen, Yanzhao Chen, Jinxin Zhang
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: BMC 2024-06-01
Sarja:BioMedical Engineering OnLine
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Linkit:https://doi.org/10.1186/s12938-024-01244-w
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