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Classification of Kinematic and Electromyographic Signals Associated with Pathological Tremor Using Machine and Deep Learning.
Pascual-Valdunciel A, Lopo-Martínez V, Beltrán-Carrero AJ, Sendra-Arranz R, González-Sánchez M, Pérez-Sánchez JR, Grandas F, Farina D, Pons JL, Oliveira Barroso F, Gutiérrez Á. Pascual-Valdunciel A, et al. Entropy (Basel). 2023 Jan 5;25(1):114. doi: 10.3390/e25010114. Entropy (Basel). 2023. PMID: 36673255 Free PMC article.
Prediction of Pathological Tremor Signals Using Long Short-Term Memory Neural Networks.
Pascual-Valdunciel A, Lopo-Martinez V, Sendra-Arranz R, Gonzalez-Sanchez M, Perez-Sanchez JR, Grandas F, Torricelli D, Moreno JC, Barroso FO, Pons JL, Gutierrez A. Pascual-Valdunciel A, et al. IEEE J Biomed Health Inform. 2022 Dec;26(12):5930-5941. doi: 10.1109/JBHI.2022.3209316. Epub 2022 Dec 7. IEEE J Biomed Health Inform. 2022. PMID: 36170410
Peripheral electrical stimulation to reduce pathological tremor: a review.
Pascual-Valdunciel A, Hoo GW, Avrillon S, Barroso FO, Goldman JG, Hernandez-Pavon JC, Pons JL. Pascual-Valdunciel A, et al. J Neuroeng Rehabil. 2021 Feb 15;18(1):33. doi: 10.1186/s12984-021-00811-9. J Neuroeng Rehabil. 2021. PMID: 33588841 Free PMC article. Review.
Intramuscular Stimulation of Muscle Afferents Attains Prolonged Tremor Reduction in Essential Tremor Patients.
Pascual-Valdunciel A, Gonzalez-Sanchez M, Muceli S, Adan-Barrientos B, Escobar-Segura V, Perez-Sanchez JR, Jung MK, Schneider A, Hoffmann KP, Moreno JC, Grandas F, Farina D, Pons JL, Barroso FO. Pascual-Valdunciel A, et al. IEEE Trans Biomed Eng. 2021 Jun;68(6):1768-1776. doi: 10.1109/TBME.2020.3015572. Epub 2021 May 21. IEEE Trans Biomed Eng. 2021. PMID: 32813648