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DTW (Dynamic Time Warping) を用いた呼吸波形と超音波画像計測の対応付け
https://repo.qst.go.jp/records/45394
https://repo.qst.go.jp/records/45394456716c9-ecc2-445d-84d0-f61752ae4717
| Item type | 学術雑誌論文 / Journal Article(1) | |||||
|---|---|---|---|---|---|---|
| 公開日 | 2009-01-08 | |||||
| タイトル | ||||||
| タイトル | DTW (Dynamic Time Warping) を用いた呼吸波形と超音波画像計測の対応付け | |||||
| 言語 | ||||||
| 言語 | jpn | |||||
| 資源タイプ | ||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||
| 資源タイプ | journal article | |||||
| アクセス権 | ||||||
| アクセス権 | metadata only access | |||||
| アクセス権URI | http://purl.org/coar/access_right/c_14cb | |||||
| 著者 |
平澤, 宏祐
× 平澤, 宏祐× 蓑原, 伸一× 今田, 浩史× 柳, 剛× 安田, 茂雄× 加藤, 博敏× その他× 平澤 宏祐× 蓑原 伸一× 今田 浩史× 柳 剛× 安田 茂雄× 加藤 博敏 |
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| 抄録 | ||||||
| 内容記述タイプ | Abstract | |||||
| 内容記述 | In radiotherapy for lungs and livers, it is clinically important to concentrate its beam on the moving affected part in internal organs minimizing the irradiation to the healthy tissues. The method of irradiating the beam to the affected part synchronizing with the patient's respiration is widely recognized, where the indirect measurement of the marker displacement on the body surface is often used for its easy setup and measurement in real treatments. However, the irradiation accuracy is not enough when the respiratory status of the patients does not reflect the movement of internal organs accurately. In this paper, it has been studied how the movement of internal organs observed by 3D ultrasound image is related to the respiratory signal observed by the position sensitive camera. Firstly, it was evaluated based on the respiratory amplitude and respiratory phase, which made clear that there are some variances in the estimation of the internal organs position from the respiratory signal in both cases. Secondly, the algorithm of DTW (Dynamic Time Warping) used by voice recognition has been applied to the respiratory wave form and the distance (amplitude difference) was calculated between the phase of each respiratory wave form and its average respiratory wave form. It was confirmed that the variance of the estimation of the internal organs position from the respiratory signal was reduced from about 4.0 mm to 2.5 mm based on the phase matched by DTW. | |||||
| 書誌情報 |
生体医工学 巻 46, 号 5, p. 505-513, 発行日 2008-10 |
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| ISSN | ||||||
| 収録物識別子タイプ | ISSN | |||||
| 収録物識別子 | 1347-443X | |||||
