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Oluwarotimi Williams Samuel
Publications
- 2021
- [j37]Oluwagbenga Paul Idowu, Oluwaremilekun Adelopo, Ademola Enitan Ilesanmi, Xiangxin Li, Oluwarotimi Williams Samuel, Peng Fang, Guanglin Li:
Neuro-evolutionary approach for optimal selection of EEG channels in motor imagery based BCI application. Biomed. Signal Process. Control. 68: 102621 (2021) - [j36]Xiangxin Li, Lan Tian, Yue Zheng, Oluwarotimi Williams Samuel, Peng Fang, Lin Wang, Guanglin Li:
A new strategy based on feature filtering technique for improving the real-time control performance of myoelectric prostheses. Biomed. Signal Process. Control. 70: 102969 (2021) - [j33]Oluwagbenga Paul Idowu, Ademola Enitan Ilesanmi, Xiangxin Li, Oluwarotimi Williams Samuel, Peng Fang, Guanglin Li:
An integrated deep learning model for motor intention recognition of multi-class EEG Signals in upper limb amputees. Comput. Methods Programs Biomed. 206: 106121 (2021) - [c41]Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Ejay Nsugbe, Yanjuan Geng, Alberto López Delis, Yazan Ali Jarrah, Oluwagbenga Paul Idowu, Shixiong Chen, Peng Fang, Guanglin Li:
A Low-rank Spatiotemporal based EEG Multi-Artifacts Cancellation Method for Enhanced ConvNet-DL's Motor Imagery Characterization. EMBC 2021: 791-794 - 2020
- [j25]Oluwarotimi Williams Samuel, Bin Yang, Yanjuan Geng, Mojisola Grace Asogbon, Sandeep Pirbhulal, Deogratias Mzurikwao, Oluwagbenga Paul Idowu, Tunde Joseph Ogundele, Xiangxin Li, Shixiong Chen, Ganesh R. Naik, Peng Fang, Fanghai Han, Guanglin Li:
A new technique for the prediction of heart failure risk driven by hierarchical neighborhood component-based learning and adaptive multi-layer networks. Future Gener. Comput. Syst. 110: 781-794 (2020) - [j23]Mojisola Grace Asogbon, Oluwarotimi Williams Samuel, Yanbing Jiang, Lin Wang, Yanjuan Geng, Arun Kumar Sangaiah, Shixiong Chen, Peng Fang, Guanglin Li:
Appropriate Feature Set and Window Parameters Selection for Efficient Motion Intent Characterization towards Intelligently Smart EMG-PR System. Symmetry 12(10): 1710 (2020) - [c34]Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Yanjuan Geng, Muhammad Ilhamdi Rusydi, Zacharia B. Mzurikwao, Shixiong Chen, Peng Fang, Guanglin Li:
Characterizing Multiple Patterns of Motor Intent Using Spatial-Temporal Information for Intuitively Active Motor Training in Stroke Survivors. EMBC 2020: 3831-3834 - [c29]Oluwagbenga Paul Idowu, Oluwarotimi Williams Samuel, Xiangxin Li, Mojisola Grace Asogbon, Peng Fang, Guanglin Li:
Efficient Classification of Motor Imagery using Particle Swarm Optimization-based Neural Network for IoT Applications. MetroInd4.0&IoT 2020: 600-604 - 2019
- [j22]Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Yanjuan Geng, Ali H. Al-Timemy, Sandeep Pirbhulal, Ning Ji, Shixiong Chen, Peng Fang, Guanglin Li:
Intelligent EMG Pattern Recognition Control Method for Upper-Limb Multifunctional Prostheses: Advances, Current Challenges, and Future Prospects. IEEE Access 7: 10150-10165 (2019) - 2018
- [c22]Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Yanjuan Geng, Sandeep Pirbhulal, Deogratias Mzurikwao, Shixiong Chen, Peng Fang, Guanglin Li:
Determining the Optimal Window Parameters for Accurate and Reliable Decoding of Multiple Classes of Upper Limb Motor Imagery Tasks. CBS 2018: 422-425 - [c20]Jianping Huang, Oluwarotimi Williams Samuel, Yuanyuan Wang, Han Cui, Peng Fang, Guanglin Li:
Influence of Functional Electrical Stimulation on Muscle and Nerve Rehabilitation in Post Targeted Muscle Reinnervation Surgery. CBS 2018: 524-527 - [c19]Mojisola Grace Asogbon, Oluwarotimi Williams Samuel, Yanjuan Geng, Shixiong Chen, Deogratias Mzurikwao, Peng Fang, Guanglin Li:
Effect of Window Conditioning Parameters on the Classification Performance and Stability of EMG-Based Feature Extraction Methods. CBS 2018: 576-580 - [c17]Mingxing Zhu, Oluwarotimi Williams Samuel, Zijian Yang, Wan-Hua Lin, Zhen Huang, Peng Fang, Jingqian Tan, Peng Li, Michael Chi-Fai Tong, Karman Kaying Leung, Shixiong Chen, Guanglin Li:
Using Muscle Synergy to Evaluate the Neck Muscular Activities during Normal Swallowing. EMBC 2018: 2454-2457 - [c14]Nanxin Zhang, Xiangxin Li, Oluwarotimi Williams Samuel, Pingao Huang, Peng Fang, Guanglin Li:
A Pilot Study on Using Forcemyography to Record Upper-limb Movements for Human-machine Interactive Control. EMBC 2018: 3788-3791 - [c13]Pingao Huang, Zhenxin Chen, Menglong Fu, Hui Wang, Oluwarotimi Williams Samuel, Zhiyuan Liu, Yongmei Hu, Peng Fang, Shixiong Chen, Xiaodong Chen, Guanglin Li:
A Novel Flexible Sensor for Muscle Shape Change Monitoring in Limb Motion Recognition. EMBC 2018: 4665-4668 - 2017
- [j11]Oluwarotimi Williams Samuel, Xiangxin Li, Yanjuan Geng, Mojisola Grace Asogbon, Peng Fang, Zhen Huang, Guanglin Li:
Resolving the adverse impact of mobility on myoelectric pattern recognition in upper-limb multifunctional prostheses. Comput. Biol. Medicine 90: 76-87 (2017) - [j10]Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Arun Kumar Sangaiah, Peng Fang, Guanglin Li:
An integrated decision support system based on ANN and Fuzzy_AHP for heart failure risk prediction. Expert Syst. Appl. 68: 163-172 (2017) - [j9]Xu Zhang, Xiangxin Li, Oluwarotimi Williams Samuel, Zhen Huang, Peng Fang, Guanglin Li:
Improving the Robustness of Electromyogram-Pattern Recognition for Prosthetic Control by a Postprocessing Strategy. Frontiers Neurorobotics 11: 51 (2017) - [c8]Lei Wang, Xin Guo, Peng Fang, Yue Wei, Oluwarotimi Williams Samuel, Pingao Huang, Yanjuan Geng, Hui Wang, Guanglin Li:
A new EMG-based index towards the assessment of elbow spasticity for post-stroke patients. EMBC 2017: 3640-3643 - [p1]Oluwarotimi Williams Samuel, Peng Fang, Shixiong Chen, Yanjuan Geng, Guanglin Li:
Activity Recognition Based on Pattern Recognition of Myoelectric Signals for Rehabilitation. Handbook of Large-Scale Distributed Computing in Smart Healthcare 2017: 427-442 - 2016
- [c5]Xiangxin Li, Rui Xu, Oluwarotimi Williams Samuel, Lan Tian, Haiqing Zou, Xiufeng Zhang, Shixiong Chen, Peng Fang, Guanglin Li:
A new approach to mitigate the effect of force variation on pattern recognition for myoelectric control. EMBC 2016: 1684-1687 - [c3]Xiangxin Li, Qifang Zhuo, Xu Zhang, Oluwarotimi Williams Samuel, Zeyang Xia, Xiaoqing Zhang, Peng Fang, Guanglin Li:
FMG-based body motion registration using piezoelectret sensors. EMBC 2016: 4626-4629
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