| Presentation | 2015-05-15 Automatic blood vessel-based liver segmentation through the portal phase abdominal CT dataset Ahmed S. Maklad, Mikio Matsuhiro, Hidenobu Suzuki, Yoshiki Kawata, Noboru Niki, Mitsuo Satake, Noriyuki Moriyama, Toru Utsunomiya, Mitsuo Shimada, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Blood vessel has showed high performance at liver segmentation (rank 1 on the official website for liver segmentation). This method is semi-automatic including two stages: (1) semi-automatic abdominal blood vessels (ABVs) segmentation and subsequent classification into hepatic and non-hepatic, (2) automatic liver segmentation based on segmented ABVs. In present paper, we propose to develop ABVs segmentation and classification to be fully automatic for full automation of the mentioned liver segmentation method. For automation of ABVs segmentation, average percentages of bone, kidneys, ABVs and abdominal part of the heart volumetries to the abdomen are estimated practically using MICCAI training data. These volumetries are used for automatic ABVs segmentation based on intensity, shape, volumetry and position information. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Liver / Segmentation / Blood vessel / portal phase / CT / Abdominal |
| Paper # | SIP2015-24,IE2015-24,PRMU2015-24,MI2015-24 |
| Date of Issue | 2015-05-07 (SIP, IE, PRMU, MI) |
| Conference Information | |
| Committee | PRMU / MI / IE / SIP |
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| Conference Date | 2015/5/14(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Kazuhiko Sumi(Aoyama Gakuin Univ.) / Akinobu Shimizu(Tokyo Univ. of Agric. and Tech.) / Toshiaki Fujii(Nagoya Univ.) / Yoshinobu Kajikawa(Kansai Univ.) |
| Vice Chair | Koichi Kise(Osaka Pref. Univ.) / Shuji Senda(NEC) / Yoshitaka Masutani(Hiroshima City Univ.) / Kensaku Mori(Nagoya Univ.) / Seishi Takamura(NTT) / Takayuki Hamamoto(Tokyo Univ. of Science) / Osamu Houshuyama(NEC) / Makoto Nakashizuka(Chiba Inst. of Tech.) |
| Secretary | Koichi Kise(Kyushu Univ.) / Shuji Senda(Omron) / Yoshitaka Masutani(Tokushima Univ.) / Kensaku Mori(Kinki Univ.) / Seishi Takamura(NHK) / Takayuki Hamamoto(KDDI R&D Labs.) / Osamu Houshuyama(Ritsumeikan Univ.) / Makoto Nakashizuka(NEC) |
| Assistant | Wataru Ohyama(Mie Univ.) / Mitsuru Anbai(DENSO IT Lab.) / Takayuki Kitasaka(Aichi Inst. of Tech.) / Hidetaka Hontani(Nagoya Inst. of Tech.) / Shohei Matsuo(NTT) / Takamichi Miyata(Chiba Inst. of Tech.) / Takamichi Miyata(Chiba Inst. of Tech.) |
| Paper Information | |
| Registration To | Technical Committee on Pattern Recognition and Media Understanding / Technical Committee on Medical Imaging / Technical Committee on Image Engineering / Technical Committee on Signal Processing |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Automatic blood vessel-based liver segmentation through the portal phase abdominal CT dataset |
| Sub Title (in English) | |
| Keyword(1) | Liver |
| Keyword(2) | Segmentation |
| Keyword(3) | Blood vessel |
| Keyword(4) | portal phase |
| Keyword(5) | CT |
| Keyword(6) | Abdominal |
| 1st Author's Name | Ahmed S. Maklad |
| 1st Author's Affiliation | Tokushima University(Tokushima Univ.) |
| 2nd Author's Name | Mikio Matsuhiro |
| 2nd Author's Affiliation | Tokushima University(Tokushima Univ.) |
| 3rd Author's Name | Hidenobu Suzuki |
| 3rd Author's Affiliation | Tokushima University(Tokushima Univ.) |
| 4th Author's Name | Yoshiki Kawata |
| 4th Author's Affiliation | Tokushima University(Tokushima Univ.) |
| 5th Author's Name | Noboru Niki |
| 5th Author's Affiliation | Tokushima University(Tokushima Univ.) |
| 6th Author's Name | Mitsuo Satake |
| 6th Author's Affiliation | National Cancer Center Hospital East(National Cancer Center Hospital East) |
| 7th Author's Name | Noriyuki Moriyama |
| 7th Author's Affiliation | Tokyo Midtown Clinic(Tokyo Midtown Clinic) |
| 8th Author's Name | Toru Utsunomiya |
| 8th Author's Affiliation | Tokushima University(Tokushima Univ.) |
| 9th Author's Name | Mitsuo Shimada |
| 9th Author's Affiliation | Tokushima University(Tokushima Univ.) |
| Date | 2015-05-15 |
| Paper # | SIP2015-24,IE2015-24,PRMU2015-24,MI2015-24 |
| Volume (vol) | vol.115 |
| Number (no) | SIP-22,IE-23,PRMU-24,MI-25 |
| Page | pp.pp.127-132(SIP), pp.127-132(IE), pp.127-132(PRMU), pp.127-132(MI), |
| #Pages | 6 |
| Date of Issue | 2015-05-07 (SIP, IE, PRMU, MI) |