| Presentation | 2012-05-17 An experimental study for automated training datasets generation in automated 3D planning in total hip arthroplasty Yuki NAKANISHI, Yoshiyuki KAGIYAMA, Itaru OTOMARU, Futoshi YOKOTA, Masahiko NAKAMOTO, Masaki TAKAO, Nobuhiko SUGANO, Yukio TADA, Noriyuki TOMIYAMA, Yoshinobu SATO, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we describe methods for automated bone segmentation and THA planning. The automated planning is formulated as maximum a posterior (MAP) estimation with statistical atlases of implants, bone models, joint functionalities which are modeled with training datasets prepared by an experienced surgeon. In the experiment, we performed the evaluation of the proposed method and obtained a result that there was no significance between the proposed method and surgeon's plans. We considered this showed a potential usefulness of our method with automated segmentation. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Total hip replacement / Statistical model / automatic segmentation / preoperative planning |
| Paper # | IE2012-24,PRMU2012-9,MI2012-9 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2012/5/10(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Pattern Recognition and Media Understanding (PRMU) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | An experimental study for automated training datasets generation in automated 3D planning in total hip arthroplasty |
| Sub Title (in English) | |
| Keyword(1) | Total hip replacement |
| Keyword(2) | Statistical model |
| Keyword(3) | automatic segmentation |
| Keyword(4) | preoperative planning |
| 1st Author's Name | Yuki NAKANISHI |
| 1st Author's Affiliation | Graduate School of System Informatics, Kobe University() |
| 2nd Author's Name | Yoshiyuki KAGIYAMA |
| 2nd Author's Affiliation | Interdisciplinary Graduate School of Medicine and Engineering, University of Yamanashi |
| 3rd Author's Name | Itaru OTOMARU |
| 3rd Author's Affiliation | Graduate School of Engineering, Kobe University |
| 4th Author's Name | Futoshi YOKOTA |
| 4th Author's Affiliation | Graduate School of Engineering, Kobe University |
| 5th Author's Name | Masahiko NAKAMOTO |
| 5th Author's Affiliation | Graduate School of Medicine, Osaka University |
| 6th Author's Name | Masaki TAKAO |
| 6th Author's Affiliation | Graduate School of Medicine, Osaka University |
| 7th Author's Name | Nobuhiko SUGANO |
| 7th Author's Affiliation | Graduate School of Medicine, Osaka University |
| 8th Author's Name | Yukio TADA |
| 8th Author's Affiliation | Graduate School of System Informatics, Kobe University |
| 9th Author's Name | Noriyuki TOMIYAMA |
| 9th Author's Affiliation | Graduate School of Medicine, Osaka University |
| 10th Author's Name | Yoshinobu SATO |
| 10th Author's Affiliation | Graduate School of Medicine, Osaka University |
| Date | 2012-05-17 |
| Paper # | IE2012-24,PRMU2012-9,MI2012-9 |
| Volume (vol) | vol.112 |
| Number (no) | 37 |
| Page | pp.pp.- |
| #Pages | 6 |
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