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Deep learning of resting-state electroencephalogram signals for three-class classification of Alzheimer’s disease, mild cognitive impairment and healthy ageing
Huggins, Cameron J, Escudero, Javier, Parra, Mario A, Scally, Brian, Anghinah, Renato, Vitória Lacerda De Araújo, Amanda, Basile, Luis F, Abasolo, Daniel
Published in Journal of neural engineering (01.08.2021)
Published in Journal of neural engineering (01.08.2021)
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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
An Improved Empirical Mode Decomposition of Electroencephalogram Signals for Depression Detection
Shen, Jian, Zhang, Xiaowei, Wang, Gang, Ding, Zhijie, Hu, Bin
Published in IEEE transactions on affective computing (01.01.2022)
Published in IEEE transactions on affective computing (01.01.2022)
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Journal Article
Recognition of emotional states using frequency effective connectivity maps through transfer learning approach from electroencephalogram signals
Bagherzadeh, Sara, Maghooli, Keivan, Shalbaf, Ahmad, Maghsoudi, Arash
Published in Biomedical signal processing and control (01.05.2022)
Published in Biomedical signal processing and control (01.05.2022)
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Journal Article
The impact of indoor carbon dioxide exposure on human brain activity: A systematic review and meta-analysis based on studies utilizing electroencephalogram signals
Zhang, Nan, Liu, Chao, Hou, Caixia, Wang, Wenhao, Yuan, Qianhui, Gao, Weijun
Published in Building and environment (01.07.2024)
Published in Building and environment (01.07.2024)
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Journal Article
MD-DCNN: Multi-Scale Dilation-Based Deep Convolution Neural Network for epilepsy detection using electroencephalogram signals
Karnati, Mohan, Sahu, Geet, Yadav, Akanksha, Seal, Ayan, Jaworek-Korjakowska, Joanna, Penhaker, Marek, Krejcar, Ondrej
Published in Knowledge-based systems (09.10.2024)
Published in Knowledge-based systems (09.10.2024)
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Journal Article