Insausti-Delgado, AinhoaLopez-Larraz, EduardoBibian, CarlosNishimura, YukioBirbaumer, NielsRamos-Murguialday, Ander2024-07-242024-07-242017-09-13Insausti-Delgado , A , Lopez-Larraz , E , Bibian , C , Nishimura , Y , Birbaumer , N & Ramos-Murguialday , A 2017 , Influence of trans-spinal magnetic stimulation in electrophysiological recordings for closed-loop rehabilitative systems . in 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society : Smarter Technology for a Healthier World, EMBC 2017 - Proceedings . , 8037369 , Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS , Institute of Electrical and Electronics Engineers Inc. , pp. 2518-2521 , 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2017 , Jeju Island , Korea, Republic of , 11/07/17 . https://doi.org/10.1109/EMBC.2017.8037369conference97815090280921557-170Xhttps://hdl.handle.net/11556/2064Publisher Copyright: © 2017 IEEE.Recent studies have shown the feasibility of spinal cord stimulation (SCS) for motor rehabilitation. Currently, there is an increasing interest in developing closed-loop systems employing SCS for lower-limb recovery. These closed-loop systems are based on the use of neurophysiological signals to modulate the stimulation. It is known that electromagnetic stimulation can introduce undesirable noise to the electrophysiological recordings. However, there is little evidence about how electroencephalographic (EEG) or electromyographic (EMG) activities are corrupted when a trans-spinal magnetic stimulation is applied. This paper studies the effects of magnetic SCS in EEG and EMG activity. Furthermore, a median filter is proposed to ameliorate the effects of the artifacts, and to preserve the neural activity. Our results show that SCS can affect both EEG and EMG, and that, while the median filter works well to clean the EEG activity, it did not improve the contaminations of the EMG activity. The obtained results underline the need of cleaning EMG and EEG signals contaminated by SCS, which is essential for optimal closed-loop rehabilitation.4enginfo:eu-repo/semantics/restrictedAccessconference output10.1109/EMBC.2017.8037369Signal ProcessingBiomedical EngineeringComputer Vision and Pattern RecognitionHealth Informaticshttp://www.scopus.com/inward/record.url?scp=85032193848&partnerID=8YFLogxK