CASIA OpenIR  > 中国科学院分子影像重点实验室
Detection of Essential Tremor at the S-Band
Yang, Xiaodong1; Shah, Syed Aziz2,3; Ren, Aifeng1; Fan, Dou1; Zhao, Nan1; Cao, Dongjian1; Hu, Fangming1; Rehman, Masood Ur4; Wang, Weigang5; Von Deneen, Karen M.6; Tian, Jie6,7
2018
发表期刊IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE-JTEHM
卷号6
文章类型Article
摘要Essential tremor (ET) is a neurological disorder characterized by rhythmic, involuntary shaking of a part or parts of the body. The most common tremor is seen in the hands/arms and fingers. This paper presents an evaluation of ETs monitoring based on finger-to-nose test measurement as captured by small wireless devices working in shortwave or S-band frequency range. The acquired signals in terms of amplitude and phase information are used to detect a tremor in the hands. Linearly transforming raw phase data acquired in the S-band were carried out for calibrating the phase information and to improve accuracy. The data samples are used for classification using support vector machine algorithm. This model is used to differentiate the tremor and nontremor data efficiently based on secondary features that characterize ET. The accuracy of our measurements maintains linearity, and more than 90% accuracy rate is achieved between the feature set and data samples.
关键词S-band Sensing Technique Essential Tremor Biomedical Engineering
WOS标题词Science & Technology ; Technology
DOI10.1109/JTEHM.2017.2789298
关键词[WOS]DIAGNOSIS ; CRITERIA ; GENE
收录类别SCI
语种英语
WOS研究方向Engineering
WOS类目Engineering, Biomedical
WOS记录号WOS:000425166500001
引用统计
被引频次:3[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/21951
专题中国科学院分子影像重点实验室
作者单位1.Xidian Univ, Sch Elect Engn, Xian 710071, Shaanxi, Peoples R China
2.Xidian Univ, Sch Life Sci & Technol, Xian 710071, Shaanxi, Peoples R China
3.Xidian Univ, Sch Int Educ, Xian 710071, Shaanxi, Peoples R China
4.Univ Bedfordshire, Sch Comp Sci & Technol, Luton LU1 3JU, Beds, England
5.Xi An Jiao Tong Univ, Northwest Womens & Childrens Hosp, Xian 710061, Shaanxi, Peoples R China
6.Xidian Univ, Sch Life Sci & Technol, Xian 710126, Shaanxi, Peoples R China
7.Chinese Acad Sci, Inst Automat, Beijing 100190, Peoples R China
推荐引用方式
GB/T 7714
Yang, Xiaodong,Shah, Syed Aziz,Ren, Aifeng,et al. Detection of Essential Tremor at the S-Band[J]. IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE-JTEHM,2018,6.
APA Yang, Xiaodong.,Shah, Syed Aziz.,Ren, Aifeng.,Fan, Dou.,Zhao, Nan.,...&Tian, Jie.(2018).Detection of Essential Tremor at the S-Band.IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE-JTEHM,6.
MLA Yang, Xiaodong,et al."Detection of Essential Tremor at the S-Band".IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE-JTEHM 6(2018).
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