TY - JOUR
T1 - Robot Assisted Treatment of Hand Functional Rehabilitation Based on Visual Motor Imagination
AU - Li, Long
AU - Zhang, Yanlong
AU - Huang, Liang
AU - Zhao, Jie
AU - Wang, Jue
AU - Liu, Tian
N1 - Publisher Copyright:
Copyright © 2022 Li, Zhang, Huang, Zhao, Wang and Liu.
PY - 2022/4/8
Y1 - 2022/4/8
N2 - This pilot study implements a hybrid brain computer interface paradigm based on motor imagery (MI) and steady-state visual evoked potential (SSVEP), in order to explore the neural mechanism and clinical effect of MI-SSVEP intervention paradigm on upper limb functional rehabilitation. In this study, EEG data of 12 healthy participants were collected, and the activation regions of MI-SSVEP paradigm were identified by power spectral density (PSD). By analyzing the inter trial phase consistency (ITPC) of characteristic regions and the causal relationship of brain network, the motor cognitive process including high-level somatosensory joint cortex in the intervention process of MI-SSVEP was studied. Subsequently, this study verified the clinical effect of MI-SSVEP intervention paradigm for 61 stroke patients. The results show that the robot assisted therapy using MI-SSVEP intervention paradigm can more effectively improve the rehabilitation effect of patients.
AB - This pilot study implements a hybrid brain computer interface paradigm based on motor imagery (MI) and steady-state visual evoked potential (SSVEP), in order to explore the neural mechanism and clinical effect of MI-SSVEP intervention paradigm on upper limb functional rehabilitation. In this study, EEG data of 12 healthy participants were collected, and the activation regions of MI-SSVEP paradigm were identified by power spectral density (PSD). By analyzing the inter trial phase consistency (ITPC) of characteristic regions and the causal relationship of brain network, the motor cognitive process including high-level somatosensory joint cortex in the intervention process of MI-SSVEP was studied. Subsequently, this study verified the clinical effect of MI-SSVEP intervention paradigm for 61 stroke patients. The results show that the robot assisted therapy using MI-SSVEP intervention paradigm can more effectively improve the rehabilitation effect of patients.
KW - electroencephalogram
KW - inter trial phase locking consistency (ITPC)
KW - motor imagery (MI)
KW - robot assisted therapy
KW - steady-state visual evoked potential (SSVEP)
UR - https://www.scopus.com/pages/publications/85128725701
U2 - 10.3389/fnagi.2022.870871
DO - 10.3389/fnagi.2022.870871
M3 - 文章
AN - SCOPUS:85128725701
SN - 1663-4365
VL - 14
JO - Frontiers in Aging Neuroscience
JF - Frontiers in Aging Neuroscience
M1 - 870871
ER -