| Presentation | 2019-01-22 A Study on Automated Lymph Node Matching Method Considering Abdominal Organs Deformation in Follow-up CT Volumes Tachi Koki, Masahiro Oda, Yuichiro Hayashi, Hayato Itoh, Yoshihiko Nakamura, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we report on an automated lymph node matching method considering deformation of abdominal organs in follow-up CT volumes. It is important to observe lymph node changes in follow-up CT volumes for confirming progress of cancer and treatment effect. However, observing temporal change of lymph nodes is complicated and time consuming because the position of lymph nodes changes by deformation of organs between follow-up CT volumes. Therefore, we perform automated lymph node matching considering deformation of liver and stomach between follow-up CT volumes. These organs occupies a large proportion in abdominal CT volumes. We analyzed deformation of organs using ICP and TPS-RPM, which are registration methods of point clouds. And we attempted automated lymph nodes matching in follow-up CT volumes considering the influence of the deformation on the surrounding area. The matching accuracy was 71.2％ in 11 pairs of follow-up CT volumes. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Lymph node / Non-rigid registration / ICP / TPS-RPM / Temporal change |
| Paper # | MI2018-84 |
| Date of Issue | 2019-01-15 (MI) |
| Conference Information | |
| Committee | MI |
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| Conference Date | 2019/1/22(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Medical Image Engineering, Analysis, Recognition, etc. |
| Chair | Kensaku Mori(Nagoya Univ.) |
| Vice Chair | Yoshiki Kawata(Tokushima Univ.) / Yuichi Kimura(Kinki Univ.) |
| Secretary | Yoshiki Kawata(Aichi Inst. of Tech.) / Yuichi Kimura(Nagoya Inst. of Tech.) |
| Assistant | Ryo Haraguchi(Univ. of Hyogo) / Yasushi Hirano(Yamaguchi Univ.) |
| Paper Information | |
| Registration To | Medical Imaging |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study on Automated Lymph Node Matching Method Considering Abdominal Organs Deformation in Follow-up CT Volumes |
| Sub Title (in English) | |
| Keyword(1) | Lymph node |
| Keyword(2) | Non-rigid registration |
| Keyword(3) | ICP |
| Keyword(4) | TPS-RPM |
| Keyword(5) | Temporal change |
| 1st Author's Name | Tachi Koki |
| 1st Author's Affiliation | Nagoya University(Nagoya Univ.) |
| 2nd Author's Name | Masahiro Oda |
| 2nd Author's Affiliation | Nagoya University(Nagoya Univ.) |
| 3rd Author's Name | Yuichiro Hayashi |
| 3rd Author's Affiliation | Nagoya University(Nagoya Univ.) |
| 4th Author's Name | Hayato Itoh |
| 4th Author's Affiliation | Nagoya University(Nagoya Univ.) |
| 5th Author's Name | Yoshihiko Nakamura |
| 5th Author's Affiliation | National Institute of Technology, Tomakomai College(TNT) |
| 6th Author's Name | Takayuki Kitasaka |
| 6th Author's Affiliation | Faculty of Information Science, Aichi Institute of Technology(AIT) |
| 7th Author's Name | Kazunari Misawa |
| 7th Author's Affiliation | Aichi Cancer Center Hospital(ACC) |
| 8th Author's Name | Kensaku Mori |
| 8th Author's Affiliation | Nagoya University(Nagoya Univ.) |
| Date | 2019-01-22 |
| Paper # | MI2018-84 |
| Volume (vol) | vol.118 |
| Number (no) | MI-412 |
| Page | pp.pp.97-102(MI), |
| #Pages | 6 |
| Date of Issue | 2019-01-15 (MI) |