A Virtual Reality (VR) based Comprehensive Freezing of Gait (FOG) Neuro-electrophysiologic Evaluation System for People with Parkinson's Disease (PD)

被引:1
作者
Zhao, Haifeng [1 ]
Feng, Ziyi [1 ]
Hao, Shenglin [1 ]
Tan, Huiling [2 ]
Zhan, Shikun [1 ]
Liu, Wei [1 ]
Lu, Yong [3 ]
Cao, Chunyan [1 ]
机构
[1] Shanghai Jiao Tong Univ, Sch Med, Affiliated Ruijin Hosp, Funct Neurosurg, Shanghai, Peoples R China
[2] Univ Oxford, Nuffield Dept Clin Neurosci, MRC Brain Network Dynam Unit, Oxford, England
[3] Shanghai Jiao Tong Univ, Sch Med, Ruijin Hosp, Dept Radiol,Luwan Branch, Shanghai, Peoples R China
来源
2023 45TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY, EMBC | 2023年
关键词
DEEP BRAIN-STIMULATION; SUBTHALAMIC NUCLEUS; BETA ACTIVITY;
D O I
10.1109/EMBC40787.2023.10340628
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Although Freezing of gait (FOG) is one of the most frustrating phenomena for people with Parkinson's Disease (PD), especially in their advanced stage, it is one of the least explained syndromes. The current studies only showed beta oscillations existed in frontal cortex-basal ganglia networks. Further studies need to be carried out. However, simultaneously recording neuro-electrophysiologic signals during walking is always a challenge, especially for Electroencephalogram (EEG) and Local Field Potential (LFP). This paper demonstrated a Virtual Reality (VR) based system which can trigger FOG and record biological signals at the same time. Moreover, the utilisation of VR will significantly decrease space requirements. It will provide a safer and more convenient evaluation environment for future participants. One participant with PD helped to validate the feasibility of the system. The result showed that both EEG and LFP could be recorded at the same time with trigger markers. This system design can be used to trigger freezing episodes in the controlled environment, differentiate subtypes of gait difficulties, and identify neural signatures associated with freezing episodes.
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页数:5
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