| Presentation | 2015-09-24 Improvement of the stenosis diagnosis about hemodialysis by extracting the stenosis signal with PCA Masakazu Kiryu, Hatsuhiro Kato, Yutaka Suzuki, Mizuya Fukasawa, Osamu Sakata, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Many hemodialysis patients undergo a plastic surgery to form the arterio-venous fistula (AVF) in their forearm to improve the blood access. The issue of AVF is the stenosis caused by the disturbance of blood flow. For assisting the stenosis diagnosis, the automatic auscultation system has been developed, however, the efficiency of the system is not always high. One of the reasons is the lack of the procedure for finding where the stenosis locates along the veine. In this study, for establishing the procedure and improving the stenosis assessment, the principal component analysis (PCA) was used to extract the stenosis signal and estimate the stenosis location. Using the several causes of the stenosis signal, the correlation of the stenosis location which were estimated by PCA and confirmed by angiography was investigated. The maximum regression coefficient was 0.315 and the significant estimate of stenosis location was realized. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Hemodialysis / Stenosis / AVF / PCA |
| Paper # | MBE2015-28 |
| Date of Issue | 2015-09-17 (MBE) |
| Conference Information | |
| Committee | MBE |
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| Conference Date | 2015/9/24(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Nagaoka University of Technology |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Tetsuo Kobayashi(Kyoto Univ.) |
| Vice Chair | Yutaka Fukuoka(Kogakuin Univ.) |
| Secretary | Yutaka Fukuoka(akita noken) |
| Assistant | Takenori Oida(Kyoto Univ.) / Ryota Horie(Shibaura Inst. of Tech.) |
| Paper Information | |
| Registration To | Technical Committee on ME and Bio Cybernetics |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Improvement of the stenosis diagnosis about hemodialysis by extracting the stenosis signal with PCA |
| Sub Title (in English) | |
| Keyword(1) | Hemodialysis |
| Keyword(2) | Stenosis |
| Keyword(3) | AVF |
| Keyword(4) | PCA |
| 1st Author's Name | Masakazu Kiryu |
| 1st Author's Affiliation | University of Yamanashi(Univ.Yamanashi) |
| 2nd Author's Name | Hatsuhiro Kato |
| 2nd Author's Affiliation | University of Yamanashi(Univ.Yamanashi) |
| 3rd Author's Name | Yutaka Suzuki |
| 3rd Author's Affiliation | University of Yamanashi(Univ.Yamanashi) |
| 4th Author's Name | Mizuya Fukasawa |
| 4th Author's Affiliation | University of Yamanashi(Univ.Yamanashi) |
| 5th Author's Name | Osamu Sakata |
| 5th Author's Affiliation | University of Yamanashi(Univ.Yamanashi) |
| Date | 2015-09-24 |
| Paper # | MBE2015-28 |
| Volume (vol) | vol.115 |
| Number (no) | MBE-229 |
| Page | pp.pp.17-21(MBE), |
| #Pages | 5 |
| Date of Issue | 2015-09-17 (MBE) |