| Presentation | 2008/10/23 Development of automatic skin lesion detection for body trunk FDG-PET/CT images Mitsutaka NEMOTO, Yukihiro NOMURA, Yoshitaka MASUTANI, Shohei HANAOKA, Takeharu YOSHIKAWA, Naoto HAYASHI, Naoki YOSHIOKA, Kuni OHTOMO, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we propose SUV features for the skin lesion detection of body-trunk FDG-PET/CT images. Our previous detection method was based on the maximum likelihood estimation method for each skin voxels. Lesion likelihood value and normal skin likelihood value were calculated at each voxels and extracted from some features which were correlated to the local intensity pattern of CT or FDG-PET image. In this study, we propose the SUV features calculated from FDG-PET image with the consideration for the standard skin SUV distribution as the features for calculating likelihoods. We report on the results of skin lesion detection experiments with proposed features. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Body trunk FDG-PET/CT image / skin lesion / computer-aided detection / standard skin SUV model |
| Paper # | MI2008-53 |
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| Conference Information | |
| Committee | MI |
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| Conference Date | 2008/10/23(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Medical Imaging (MI) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Development of automatic skin lesion detection for body trunk FDG-PET/CT images |
| Sub Title (in English) | |
| Keyword(1) | Body trunk FDG-PET/CT image |
| Keyword(2) | skin lesion |
| Keyword(3) | computer-aided detection |
| Keyword(4) | standard skin SUV model |
| 1st Author's Name | Mitsutaka NEMOTO |
| 1st Author's Affiliation | Dept. of Radiology, The Univ. of Tokyo Hospital() |
| 2nd Author's Name | Yukihiro NOMURA |
| 2nd Author's Affiliation | Dept. of Radiology, The Univ. of Tokyo Hospital |
| 3rd Author's Name | Yoshitaka MASUTANI |
| 3rd Author's Affiliation | Dept. of Radiology, The Univ. of Tokyo Hospital:Div. of Radiology, and Biomedical Engineering, Graduate School of Medicine, The Univ. of Tokyo |
| 4th Author's Name | Shohei HANAOKA |
| 4th Author's Affiliation | Div. of Radiology, and Biomedical Engineering, Graduate School of Medicine, The Univ. of Tokyo |
| 5th Author's Name | Takeharu YOSHIKAWA |
| 5th Author's Affiliation | Dept. of Computational Diagnostic Radiology and Preventive Medicine, The Univ. of Tokyo Hospital |
| 6th Author's Name | Naoto HAYASHI |
| 6th Author's Affiliation | Dept. of Computational Diagnostic Radiology and Preventive Medicine, The Univ. of Tokyo Hospital |
| 7th Author's Name | Naoki YOSHIOKA |
| 7th Author's Affiliation | Dept. of Integrated Imaging Informatics, The Univ. of Tokyo Hospital |
| 8th Author's Name | Kuni OHTOMO |
| 8th Author's Affiliation | Dept. of Radiology, The Univ. of Tokyo Hospital:Div. of Radiology, and Biomedical Engineering, Graduate School of Medicine, The Univ. of Tokyo |
| Date | 2008/10/23 |
| Paper # | MI2008-53 |
| Volume (vol) | vol.108 |
| Number (no) | 271 |
| Page | pp.pp.- |
| #Pages | 4 |
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