Optimizing Real-Time MI-BCI Performance in Post-Stroke Patients: Impact of Time Window Duration on Classification Accuracy and Responsiveness by Aleksandar Miladinović, Agostino Accardo, Joanna Jarmolowska, Uros Marusic, Miloš Ajčević

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Automated adult epilepsy diagnostic tool based on interictal scalp electroencephalogram characteristics: a six-center study by Thomas, John, Thangavel, Prasanth, Peh, Wei Yan, Jing, Jin, Yuvaraj, Rajamanickam, Cash, Sydney S., Chaudhari, Rima, Karia, Sagar, Rathakrishnan, Rahul, Saini, Vinay, Shah, Nilesh, Srivastava, Rohit, Tan, Yee-Leng, Westover, Brandon, Dauwels, Justin

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A Shallow Autoencoder Framework for Epileptic Seizure Detection in EEG Signals by Gul Hameed Khan, Nadeem Ahmad Khan, Muhammad Awais Bin Altaf, Qammer Abbasi

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Can Evolutionary-based Brain Map Be Used as a Complementary Diagnostic Tool with fMRI, CT and PET for Schizophrenic Patients? by Boostani R., Sabeti M.

Subjects: “…EEG Classification…”
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A Novel Algorithmic Structure of EEG Channel Attention Combined With Swin Transformer for Motor Patterns Classification by Han Wang, Lei Cao, Chenxi Huang, Jie Jia, Yilin Dong, Chunjiang Fan, Victor Hugo C. de Albuquerque

Subjects: “…EEG classification…”
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A Comprehensive Interaction in Multiscale Multichannel EEG Signals for Emotion Recognition by Yiquan Guo, Bowen Zhang, Xiaomao Fan, Xiaole Shen, Xiaojiang Peng

Subjects: “…EEG classification…”
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Meta Learn on Constrained Transfer Learning for Low Resource Cross Subject EEG Classification by Tiehang Duan, Mohammad Abuzar Shaikh, Mihir Chauhan, Jun Chu, Rohini K. Srihari, Archita Pathak, Sargur N. Srihari

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An Attention-Based Wavelet Convolution Neural Network for Epilepsy EEG Classification by Qi Xin, Shaohai Hu, Shuaiqi Liu, Ling Zhao, Yu-Dong Zhang

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Cross-Correlation Aided Ensemble of Classifiers for BCI Oriented EEG Study by Parnika N. Paranjape, Meera M. Dhabu, Parag S. Deshpande, Akshay M. Kekre

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Interpretation of Frequency Channel-Based CNN on Depression Identification by Hengjin Ke, Cang Cai, Fengqin Wang, Fang Hu, Jiawei Tang, Yuxin Shi

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Schizophrenia Detection on EEG Signals Using an Ensemble of a Lightweight Convolutional Neural Network by Muhammad Hussain, Noudha Abdulrahman Alsalooli, Norah Almaghrabi, Emad-ul-Haq Qazi

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Recognizing the Degree of Human Attention Using EEG Signals from Mobile Sensors by Hsuan-Chin Chu, Ning-Han Liu, Cheng-Yu Chiang

Subjects: “…electroencephalography (EEG) classification…”
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An improved self-supervised learning for EEG classification by Yanghan Ou, Siqin Sun, Haitao Gan, Ran Zhou, Zhi Yang

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Gabor filter-based statistical features for ADHD detection by E. Sathiya, T. D. Rao, T. Sunil Kumar

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Combination of Coarse-Grained Procedure and Fractal Dimension for Epileptic EEG Classification by Dien Rahmawati, Achmad Rizal, Desri Kristina Silalahi

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A comparative study of wavelet families for schizophrenia detection by E. Sathiya, T. D. Rao, T. Sunil Kumar

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A Transformer-Based Approach Combining Deep Learning Network and Spatial-Temporal Information for Raw EEG Classification by Jin Xie, Jie Zhang, Jiayao Sun, Zheng Ma, Liuni Qin, Guanglin Li, Huihui Zhou, Yang Zhan

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Ensemble Voting-Based Multichannel EEG Classification in a Subject-Independent P300 Speller by Ayana Mussabayeva, Prashant Kumar Jamwal, Muhammad Tahir Akhtar

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Domain adaptation in biomedical engineering: unsupervised, source-free, and black box approaches by Yuan, Liqiang

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Global Adaptive Transformer for Cross-Subject Enhanced EEG Classification by Yonghao Song, Qingqing Zheng, Qiong Wang, Xiaorong Gao, Pheng-Ann Heng

Subjects: “…EEG classification…”
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