Mingkan Shen

An EEG based real-time epilepsy seizure detection approach using discrete wavelet transform and machine learning methods

Mingkan Shen, Peng Wen, Bo Song et al. · Biomedical Signal Processing and Control · 2022 · 105 citations

Engineering, Machine Learning Methods, Wavelet Analysis +8

Real-time epilepsy seizure detection based on EEG using tunable-Q wavelet transform and convolutional neural network

Mingkan Shen, Peng Wen, Bo Song et al. · Biomedical Signal Processing and Control · 2023 · 60 citations

Convolutional Neural Network, Wavelet Analysis, Computational Neuroscience +6

A real-time epilepsy seizure detection approach based on EEG using short-time Fourier transform and Google-Net convolutional neural network

Mingkan Shen, Fuwen Yang, Peng Wen et al. · Heliyon · 2024 · 33 citations · Full text

Automatic identification of schizophrenia based on EEG signals using dynamic functional connectivity analysis and 3D convolutional neural network

Mingkan Shen, Peng Wen, Bo Song et al. · Computers in Biology and Medicine · 2023 · 29 citations

Neuroimaging Biomarkers, Convolutional Neural Network, Neuropsychology +15

Detection of alcoholic EEG signals based on whole brain connectivity and convolution neural networks

Mingkan Shen, Peng Wen, Bo Song et al. · Biomedical Signal Processing and Control · 2022 · 23 citations

Neurophysiology, Computational Neuroscience, Alcoholic Eeg Signals +10