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Hand Motor Function Evaluation by Integrating Multi-Tasks Using Home Rehabilitation Device
http://hdl.handle.net/10445/8802
http://hdl.handle.net/10445/8802d4a2582a-5e37-4ec4-af5b-5bec7cb281b5
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
authorver-1570619097.pdf (507.2 kB)
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| Item type | 会議発表論文 / Conference Paper(1) | |||||
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| 公開日 | 2020-05-20 | |||||
| タイトル | ||||||
| タイトル | Hand Motor Function Evaluation by Integrating Multi-Tasks Using Home Rehabilitation Device | |||||
| 言語 | ||||||
| 言語 | eng | |||||
| 資源タイプ | ||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_5794 | |||||
| 資源タイプ | conference paper | |||||
| 著者 |
Furudate, Yuta
× Furudate, Yuta× Onuki, Nanami× Chiba, Kaori× Ishida, Yuji× 三上, 貞芳 |
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| 抄録 | ||||||
| 内容記述タイプ | Abstract | |||||
| 内容記述 | Many hemiplegic patients, especially those having paralysis at hand, need continuous rehabilitation after leaving hospitals. To support rehabilitation at home, we have developed a robotic device which provides automated rehabilitation and evaluation of hand motor function recovery. The device monitors the patient's finger movements during voluntary finger tasks. Our idea is to calculate the extent of recovery by asking a patient to perform a specific voluntary movement (task) and calculating the dissimilarity between a typical healthy person's movement and that measured by this device. In our previous studies, we only clarified the evaluation methods for a single task. This paper proposes the integration of these values into a single measurement value by using binary logistic regression. This integration provides the patient with a probability of being classified as a patient and a healthy subject. A home user should easily understand the value. The experimental results show that the integrated evaluation has higher performance over the single task evaluation. | |||||
| 書誌情報 |
2020 IEEE 2nd Global Conference on Life Sciences and Technologies (LifeTech) p. 272-274, 発行日 2020-03 |
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| 査読有無 | ||||||
| 値 | あり/yes | |||||
| 研究業績種別 | ||||||
| 値 | 国際会議/International Conference | |||||
| 単著共著 | ||||||
| 値 | 共著/joint | |||||
| DOI | ||||||
| 関連タイプ | isVersionOf | |||||
| 識別子タイプ | DOI | |||||
| 関連識別子 | https://doi.org/10.1109/LifeTech48969.2020.1570619097 | |||||
| 著者版フラグ | ||||||
| 出版タイプ | AM | |||||
| 出版タイプResource | http://purl.org/coar/version/c_ab4af688f83e57aa | |||||
| 出版者 | ||||||
| 出版者 | IEEE | |||||
