| Presentation | 2008-03-13 Optimal Basis Functions in Dual-Energy X-ray CT using Principal Component Analysis Kentaro YUASA, Yoichi YAMAZAKI, Naohiro TODA, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Recently, Dual-Energy (DE) method has been getting taken an important concept in X-ray CT (Computed Tomography), because it has potentials for tissue characterization and for providing quantitatively accurate CT value. DE method approximates the energy-dependent linear attenuation coefficient by a linear combination of two basis functions. Traditionally, the energy-dependent function of Compton scatter and photoelectric effect have been used as basis functions from view point of physics. However, optimality of these two components have not been considered. In this paper we propose a DE method using PCA (Principal Component Analysis) to examine optimality of these basis functions, and show image reconstruction ability and tissue characterization ability. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | X-ray CT / Dual-Energy method / Basis Function / Principal Component Analysis |
| Paper # | MBE2007-113 |
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| Conference Information | |
| Committee | MBE |
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| Conference Date | 2008/3/6(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | ME and Bio Cybernetics (MBE) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Optimal Basis Functions in Dual-Energy X-ray CT using Principal Component Analysis |
| Sub Title (in English) | |
| Keyword(1) | X-ray CT |
| Keyword(2) | Dual-Energy method |
| Keyword(3) | Basis Function |
| Keyword(4) | Principal Component Analysis |
| 1st Author's Name | Kentaro YUASA |
| 1st Author's Affiliation | Gradate School of Information Science and Technology, Aichi Prefectural University() |
| 2nd Author's Name | Yoichi YAMAZAKI |
| 2nd Author's Affiliation | Gradate School of Information Science and Technology, Aichi Prefectural University |
| 3rd Author's Name | Naohiro TODA |
| 3rd Author's Affiliation | Gradate School of Information Science and Technology, Aichi Prefectural University |
| Date | 2008-03-13 |
| Paper # | MBE2007-113 |
| Volume (vol) | vol.107 |
| Number (no) | 541 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |