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Automatic classification and triage of diabetic retinopathy from retinal images based on a convolutional neural networks (CNN) method
Galdran, Adrian, Chakor, Hadi, Alrushood, Abdulaziz A., Kobbi, Ryad, Christodoulidis, Argyrios, Chelbi, Jihed, Racine, Marc‐André, Benayed, Ismail
Published in Acta ophthalmologica (Oxford, England) (01.12.2019)
Published in Acta ophthalmologica (Oxford, England) (01.12.2019)
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Journal Article
An evolutionary explainable deep learning approach for Alzheimer's MRI classification
Shojaei, Shakila, Saniee Abadeh, Mohammad, Momeni, Zahra
Published in Expert systems with applications (15.06.2023)
Published in Expert systems with applications (15.06.2023)
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Journal Article
CTNet: a convolutional transformer network for EEG-based motor imagery classification
Zhao, Wei, Jiang, Xiaolu, Zhang, Baocan, Xiao, Shixiao, Weng, Sujun
Published in Scientific reports (30.08.2024)
Published in Scientific reports (30.08.2024)
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Journal Article
Deep-learning for seizure forecasting in canines with epilepsy
Nejedly, Petr, Kremen, Vaclav, Sladky, Vladimir, Nasseri, Mona, Guragain, Hari, Klimes, Petr, Cimbalnik, Jan, Varatharajah, Yogatheesan, Brinkmann, Benjamin H, Worrell, Gregory A
Published in Journal of neural engineering (01.06.2019)
Published in Journal of neural engineering (01.06.2019)
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Journal Article
A Convolutional Neural Network Architecture to Enhance Oximetry Ability to Diagnose Pediatric Obstructive Sleep Apnea
Vaquerizo-Villar, Fernando, Alvarez, Daniel, Kheirandish-Gozal, Leila, Gutierrez-Tobal, Gonzalo C., Barroso-Garcia, Veronica, Santamaria-Vazquez, Eduardo, Campo, Felix del, Gozal, David, Hornero, Roberto
Published in IEEE journal of biomedical and health informatics (01.08.2021)
Published in IEEE journal of biomedical and health informatics (01.08.2021)
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Journal Article
Myoelectric Control With Fixed Convolution-Based Time-Domain Feature Extraction: Exploring the Spatio-Temporal Interaction
Khushaba, Rami N., Al-Timemy, Ali H., Samuel, Oluwarotimi Williams, Scheme, Erik J.
Published in IEEE transactions on human-machine systems (01.12.2022)
Published in IEEE transactions on human-machine systems (01.12.2022)
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Journal Article
Classification of mental workload with EEG analysis by using effective connectivity and a hybrid model of CNN and LSTM
Safari, MohammadReza, Shalbaf, Reza, Bagherzadeh, Sara, Shalbaf, Ahmad
Published in Computer methods in biomechanics and biomedical engineering (31.07.2024)
Published in Computer methods in biomechanics and biomedical engineering (31.07.2024)
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Journal Article
A novel feature fusion network for multimodal emotion recognition from EEG and eye movement signals
Fu, Baole, Gu, Chunrui, Fu, Ming, Xia, Yuxiao, Liu, Yinhua
Published in Frontiers in neuroscience (03.08.2023)
Published in Frontiers in neuroscience (03.08.2023)
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Journal Article
EEG-based investigation of effects of mindfulness meditation training on state and trait by deep learning and traditional machine learning
Shang, Baoxiang, Duan, Feiyan, Fu, Ruiqi, Gao, Junling, Sik, Hinhung, Meng, Xianghong, Chang, Chunqi
Published in Frontiers in human neuroscience (31.08.2023)
Published in Frontiers in human neuroscience (31.08.2023)
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Journal Article
Epileptic seizure prediction using scalp electroencephalogram signals
Usman, Syed Muhammad, Khalid, Shehzad, Bashir, Zafar
Published in Biocybernetics and biomedical engineering (01.01.2021)
Published in Biocybernetics and biomedical engineering (01.01.2021)
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Journal Article