Farideh Ebrahimi

Automatic sleep stage classification based on EEG signals by using neural networks and wavelet packet coefficients

Farideh Ebrahimi, Mohammad Mikaeili, Edson Estrada et al. · 2008 · 210 citations

A transfer learning-based CNN and LSTM hybrid deep learning model to classify motor imagery EEG signals

Zahra Khademi, Farideh Ebrahimi, Hussain Montazery Kordy · Computers in Biology and Medicine · 2022 · 160 citations

Engineering, Computational Neuroscience, Neuroinformatics +9

Automatic sleep staging using empirical mode decomposition, discrete wavelet transform, time-domain, and nonlinear dynamics features of heart rate variability signals

Farideh Ebrahimi, Seyed-Kamaledin Setarehdan, Jose Ayala-Moyeda et al. · Computer Methods and Programs in Biomedicine · 2013 · 76 citations

Sleep, Electrophysiological Evaluation, Engineering +12

A hierarchical structure based on Stacking approach for skin lesion classification

Ghasem Shakourian Ghalejoogh, Hussain Montazery Kordy, Farideh Ebrahimi · Expert Systems with Applications · 2019 · 62 citations

Hierarchical Structure, Dermoscopic Image, Image Analysis +10

Wavelet-based EEG denoising for automatic sleep stage classification

Edson Estrada, H. Nazeran, Gustavo Martínez-Sierra et al. · 2011 · 48 citations

Sleep Disorders, Sleep, Sleep Disorder +15