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
Source PublicationIEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE-JTEHM
2018
Volume6
SubtypeArticle
AbstractEssential 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.
KeywordS-band Sensing Technique Essential Tremor Biomedical Engineering
WOS HeadingsScience & Technology ; Technology
DOI10.1109/JTEHM.2017.2789298
WOS KeywordDIAGNOSIS ; CRITERIA ; GENE
Indexed BySCI
Language英语
WOS Research AreaEngineering
WOS SubjectEngineering, Biomedical
WOS IDWOS:000425166500001
Citation statistics
Cited Times:3[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/21951
Collection中国科学院分子影像重点实验室
Affiliation1.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
Recommended Citation
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).
Files in This Item:
There are no files associated with this item.
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Yang, Xiaodong]'s Articles
[Shah, Syed Aziz]'s Articles
[Ren, Aifeng]'s Articles
Baidu academic
Similar articles in Baidu academic
[Yang, Xiaodong]'s Articles
[Shah, Syed Aziz]'s Articles
[Ren, Aifeng]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Yang, Xiaodong]'s Articles
[Shah, Syed Aziz]'s Articles
[Ren, Aifeng]'s Articles
Terms of Use
No data!
Social Bookmark/Share
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.