Freezing of gaits (FOG) is a very disabling symptom of Parkinson's Disease (PD), affecting about 50% of PD patients and 80% of advanced PD patients. Studies have shown that FOG is related to a complex interplay between motor, cognitive and affective factors. A full characterization of FOG is crucial for FOG detection/prediction and prompt intervention. A protocol has been designed to acquire multimodal physical and physiological information during FOG, including gait acceleration (ACC), electroencephalogram (EEG), electromyogram (EMG), and skin conductance (SC). Two tasks were designed to trigger FOG, including gait initiation failure and FOG during walking. A total number of 12 PD patients completed the experiments and produced a length of 3 hours and 42 minutes of valid data including 2 hours and 14 minutes of normal gait and 1 hour and 28 minutes of freezing of gait. The FOG episodes were labeled by two qualified physicians. The multimodal data have been validated by a FOG detection task.
基金:
National Natural Science Foundation of China [61876015]; Beijing Natural Science Foundation, China [4202040]; Science and Technology Innovation 2030 Major Program of China [2018AAA001400]; Beijing Municipal Administration of Hospitals' Mission Plan [SML20150803]; National Key R&D Program of China [2021YFC2501200, 2018YFC1312001, 2017YFC0840105]; Beijing Municipal Science & Technology Commission [Z171100000117013]
第一作者机构:[1]Capital Med Univ, Beijing Inst Geriatr, Xuanwu Hosp, Dept Neurol Neurobiol & Geriatr, Beijing 100053, Peoples R China[2]Xuzhou Med Univ, Affiliated Hosp, Dept Neurol, Xuzhou 221006, Jiangsu, Peoples R China
共同第一作者:
通讯作者:
推荐引用方式(GB/T 7714):
Zhang Wei,Yang Zhuokun,Li Hantao,et al.Multimodal Data for the Detection of Freezing of Gait in Parkinson's Disease[J].SCIENTIFIC DATA.2022,9(1):doi:10.1038/s41597-022-01713-8.
APA:
Zhang, Wei,Yang, Zhuokun,Li, Hantao,Huang, Debin,Wang, Lipeng...&Chan, Piu.(2022).Multimodal Data for the Detection of Freezing of Gait in Parkinson's Disease.SCIENTIFIC DATA,9,(1)
MLA:
Zhang, Wei,et al."Multimodal Data for the Detection of Freezing of Gait in Parkinson's Disease".SCIENTIFIC DATA 9..1(2022)