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Sensors (Basel, Switzerland)|December 31, 2025
CONECT: Novel Weighted Networks Framework Leveraging Angle-Relation Connection (ARC) and Metaheuristic Algorithms for EEG-Based Dementia ClassificationAkashdeep Singh, Supriya Supriya, Siuly Siuly, et al.Health Information Science and Systems|October 22, 2020
Automated epilepsy detection techniques from electroencephalogram signals: a review studySupriya Supriya, Siuly Siuly, Hua Wang, et al.IEEE Reviews in Biomedical Engineering|February 1, 2021
Epilepsy Detection From EEG Using Complex Network Techniques: A ReviewSupriya Supriya, Siuly Siuly, Hua Wang, et al.Healthcare Technology Letters|July 23, 2026
A Privacy-Preserving Markov Chain-Based Framework for Robust Motor Imagery EEG Classification in Brain-Computer InterfacesTaslima Khanam, Siuly Siuly, Hua WangHealth Information Science and Systems|July 10, 2026
A novel deep learning approach for privacy-preserving encoded EEG-based brain-computer interfaces with clinical LLM applicationsTaslima Khanam, Siuly Siuly, Kate Wang, et al.Computational and Mathematical Methods in Medicine|May 16, 2015
Exploring sampling in the detection of multicategory EEG signalsSiuly Siuly, Enamul Kabir, Hua Wang, et al.Plos One|October 31, 2025
A novel channel reduction concept to enhance the classification of motor imagery tasks in brain-computer interface systemsTaslima Khanam, Siuly Siuly, Kabir Ahmad, et al.IEEE Transactions on Neural Systems and Rehabilitation Engineering : a Publication of the IEEE Engineering in Medicine and Biology Society|January 31, 2012
Improving the separability of motor imagery EEG signals using a cross correlation-based least square support vector machine for brain-computer interfaceSiuly Siuly, Yan LiPlos One|November 14, 2022
Textural feature based intelligent approach for neurological abnormality detection from brain signal dataMd Nurul Ahad Tawhid, Siuly Siuly, Kate Wang, et al.Brain Informatics|June 21, 2026
Evaluating multi-level membership inference risk in federated EEG learningTaslima Khanam, Siuly Siuly, Kate Wang, et al.Pageof 1,237