Machine learning for detection of interictal epileptiform discharges

Catarina da Silva Lourenço,Marleen C. Tjepkema-Cloostermans,Michel J.A.M. van Putten

Clinical Neurophysiology（2021）

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摘要

•Methods for automated interictal epileptiform discharge (IED) detection have evolved in the past 45 years.•The distinct outcome measures and datasets complicate the comparison of approaches.•Deep learning seems to surpass other approaches in automated IED detection.

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关键词

Electroencephalogram,Interictal epileptiform discharges,Automated detection,Machine learning,Deep learning,Convolutional neural networks

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