Detection of Essential Tremor at the S-Band
文献类型：期刊论文
| 作者 | 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 |
| 刊名 | IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE-JTEHM
 |
| 出版日期 | 2018 |
| 卷号 | 6 |
| 关键词 | S-band Sensing Technique Essential Tremor Biomedical Engineering |
| DOI | 10.1109/JTEHM.2017.2789298 |
| 文献子类 | Article |
| 英文摘要 | 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. |
| WOS关键词 | DIAGNOSIS ; CRITERIA ; GENE |
| WOS研究方向 | Engineering |
| 语种 | 英语 |
| WOS记录号 | WOS:000425166500001 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/21951]  |
| 专题 | 自动化研究所_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). |
入库方式： OAI收割
来源：自动化研究所
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