Evaluating the clinical readiness of artificial intelligence in EEG-Based epilepsy diagnosis.
Sign Up to like & getrecommendations! Published in 2025 at "Journal of neural engineering"
DOI: 10.1088/1741-2552/ae2714
Abstract: Objective. Automated electroencephalography (EEG)-based epilepsy diagnosis has reported near-perfect accuracies for almost two decades on a benchmark dataset, yet virtually no system is used in routine care. We critically re-examined this translation gap by reproducing… read more here.
Keywords: diagnosis; benchmark dataset; based epilepsy; artificial intelligence ... See more keywords
EEG-Based Epilepsy Recognition via Multiple Kernel Learning
Sign Up to like & getrecommendations! Published in 2020 at "Computational and Mathematical Methods in Medicine"
DOI: 10.1155/2020/7980249
Abstract: In the field of brain-computer interfaces, it is very common to use EEG signals for disease diagnosis. In this study, a style regularized least squares support vector machine based on multikernel learning is proposed and… read more here.
Keywords: based epilepsy; conversion matrix; eeg based; recognition ... See more keywords