Automated epilepsy seizure detection from EEG signal based on hybrid CNN and LSTM model

Indications of nonlinear deterministic and finite-dimensional structures in time series of brain electrical activity: Dependence on recording region and brain state

Ralph G. Andrzejak, Klaus Lehnertz, Florian Mormann et al. · Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics · 2001 · 3K citations

Medicine, Neurology, Neuroscience +17

Deep convolutional neural network for the automated detection and diagnosis of seizure using EEG signals

U. Rajendra Acharya, Shu Lih Oh, Yuki Hagiwara et al. · Computers in Biology and Medicine · 2017 · 1.6K citations

Engineering, Computer Science, Electrical Engineering +16

Entropies for detection of epilepsy in EEG

N. Kannathal, Min Lim Choo, U. Rajendra Acharya · Computer Methods and Programs in Biomedicine · 2005 · 758 citations

Medicine, Neurology, Neuroscience +10

Automated diagnosis of epileptic EEG using entropies

U. Rajendra Acharya, Filippo Molinari, S. Vinitha Sree et al. · Biomedical Signal Processing and Control · 2011 · 621 citations

Engineering, Electrical Engineering, Neuroscience +12

Approximate Entropy-Based Epileptic EEG Detection Using Artificial Neural Networks

C. Eswaran, N. Sriraam · IEEE Transactions on Information Technology in Biomedicine · 2007 · 591 citations

Engineering, Biomedical Engineering, Electrical Engineering +17