ラクナ梗塞検出のためのカーネル固有空間テンプレートマッチング
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| Published in | 日本放射線技術学会雑誌 Vol. 71; no. 2; pp. 85 - 91 |
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| Main Authors | , , , , , |
| Format | Journal Article |
| Language | Japanese |
| Published |
公益社団法人 日本放射線技術学会
2015
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| Subjects | |
| Online Access | Get full text |
| ISSN | 0369-4305 1881-4883 |
| DOI | 10.6009/jjrt.2015_JSRT_71.2.85 |
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| Author | 藤田, 広志 谷河, 文香 村松, 千左子 村川, 彩希 原, 武史 内山, 良一 |
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| DOI | 10.6009/jjrt.2015_JSRT_71.2.85 |
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| References | 14) Kilic N, Ucan ON, Osman O. Colonic polyp detection in CT colonography with fuzzy rule based 3D template matching. J Med Syst 2009; 33: 9–18. 15) Uchiyama Y, Abe A, Muramatsu C, et al. Eigenspace template matching for detection of lacunar infarcts on MR images, J Digit Imaging (Epub Jun 19 2014; ahead of print). 13) Tourassi GD, Vargas-Voracek R, Catarious DM, et al. Computer-assisted detection of mammographic masses: a template matching scheme based on mutual information. Med Phys 2003; 30: 2123–2130. 3) Bokura H, Kobayashi S, Yamaguchi S. Distinguishing silent lacunar infarction from enlarged Virchow-Robin spaces: a magnetic resonance imaging and pathological study. J Neurol 1998; 245: 116–122. 5) Uchiyama Y, Yokoyama R, Ando H, et al. Computer-aided diagnosis scheme for detection of lacunar infarcts on MR images. Acad Radiol 2007; 14: 1554–1561. 17) Taylor JS, Cristianini N. Kernel methods for pattern analysis. Cambridge University Press, 2004. 9) 阿部晃子，内山良一，村松千左子，他．テンプレートマッチングを用いたラクナ梗塞検出のためのコンピュータ支援診断システムの改良．医用画像情報学会雑誌2013; 30(2): 39–43 12) Mazurowski MA, Lo JY, Harrawood BP, et al. Mutual information-based template matching scheme for detection of breast masses: from mammography to digital breast tomosynthesis. J Biomed Inform 2011; 44: 815–823. 16) 谷河文香，内山良一，村松千左子，他．脳MR 画像におけるラクナ梗塞の検出法の改良－ AdaBoost テンプレートマッチングを用いた偽陽性削除－．医用画像情報学会雑誌2014; 31(2): 41–46 2) Vermeer SE, Prins ND, Heijer TD, et al. Silent brain infarcts and the risk of dementia and cognitive decline, N Eng J Med 2003: 348: 1215–1222. 8) Uchiyama Y, Asano T, Kato H, et al. Computer-aided diagnosis for detection of lacunar infarcts on MR images: ROC analysis of radiologists’ performance. J Digit Imaging 2012; 25: 497–503. 11) Li Q, Katsuragawa S, Doi K. Computer-aided diagnostic scheme for lung nodule detection in digital chest radiographs by use of a multiple-template matching technique. Med Phys 2001; 28: 2070–2076. 4) Yokoyama R, Zhang X, Uchiyama Y, et al. Development of an automated method for the detection of lacunar infarct regions in brain MR images. IEICE Transaction Information & Systems 2007; Vol.E90-D(6): 943–954. 10) Lee Y, Hara T, Fujita H, et al. Automated detection of pulmonary nodules in helical CT images based on an improved template-matching technique. IEEE Trans Med Imaging 2001; 20: 595–604. 7) 國枝琢也，内山良一，原武史，他．脳MR 画像におけるラクナ梗塞と血管周囲腔拡大の鑑別法．医用画像情報学会雑誌2008; 26(3): 59–63 18) Theodoridis S, Koutroumbas K. Pattern Recognition. Academic Press, London, 1999. 1) Bokura H, Kobayashi S, Yamaguchi S, et al. Silent brain infarction and subcortical white matter lesions increase the risk of stroke and mortality: a prospective cohort study. J Stroke Cerebrovasc Dis 2006; 15: 57–63. 6) 國枝琢也，内山良一，原武史，他．クラスタリングを用いた脳ドックMR 画像における無症候性大脳白質病変の検出法．Medical Imaging Technology 2008; 26(1): 39–47 |
| References_xml | – reference: 15) Uchiyama Y, Abe A, Muramatsu C, et al. Eigenspace template matching for detection of lacunar infarcts on MR images, J Digit Imaging (Epub Jun 19 2014; ahead of print). – reference: 4) Yokoyama R, Zhang X, Uchiyama Y, et al. Development of an automated method for the detection of lacunar infarct regions in brain MR images. IEICE Transaction Information & Systems 2007; Vol.E90-D(6): 943–954. – reference: 9) 阿部晃子，内山良一，村松千左子，他．テンプレートマッチングを用いたラクナ梗塞検出のためのコンピュータ支援診断システムの改良．医用画像情報学会雑誌2013; 30(2): 39–43． – reference: 1) Bokura H, Kobayashi S, Yamaguchi S, et al. Silent brain infarction and subcortical white matter lesions increase the risk of stroke and mortality: a prospective cohort study. J Stroke Cerebrovasc Dis 2006; 15: 57–63. – reference: 7) 國枝琢也，内山良一，原武史，他．脳MR 画像におけるラクナ梗塞と血管周囲腔拡大の鑑別法．医用画像情報学会雑誌2008; 26(3): 59–63． – reference: 8) Uchiyama Y, Asano T, Kato H, et al. Computer-aided diagnosis for detection of lacunar infarcts on MR images: ROC analysis of radiologists’ performance. J Digit Imaging 2012; 25: 497–503. – reference: 3) Bokura H, Kobayashi S, Yamaguchi S. Distinguishing silent lacunar infarction from enlarged Virchow-Robin spaces: a magnetic resonance imaging and pathological study. J Neurol 1998; 245: 116–122. – reference: 17) Taylor JS, Cristianini N. Kernel methods for pattern analysis. Cambridge University Press, 2004. – reference: 14) Kilic N, Ucan ON, Osman O. Colonic polyp detection in CT colonography with fuzzy rule based 3D template matching. J Med Syst 2009; 33: 9–18. – reference: 5) Uchiyama Y, Yokoyama R, Ando H, et al. Computer-aided diagnosis scheme for detection of lacunar infarcts on MR images. Acad Radiol 2007; 14: 1554–1561. – reference: 16) 谷河文香，内山良一，村松千左子，他．脳MR 画像におけるラクナ梗塞の検出法の改良－ AdaBoost テンプレートマッチングを用いた偽陽性削除－．医用画像情報学会雑誌2014; 31(2): 41–46． – reference: 6) 國枝琢也，内山良一，原武史，他．クラスタリングを用いた脳ドックMR 画像における無症候性大脳白質病変の検出法．Medical Imaging Technology 2008; 26(1): 39–47． – reference: 10) Lee Y, Hara T, Fujita H, et al. Automated detection of pulmonary nodules in helical CT images based on an improved template-matching technique. IEEE Trans Med Imaging 2001; 20: 595–604. – reference: 12) Mazurowski MA, Lo JY, Harrawood BP, et al. Mutual information-based template matching scheme for detection of breast masses: from mammography to digital breast tomosynthesis. J Biomed Inform 2011; 44: 815–823. – reference: 18) Theodoridis S, Koutroumbas K. Pattern Recognition. Academic Press, London, 1999. – reference: 11) Li Q, Katsuragawa S, Doi K. Computer-aided diagnostic scheme for lung nodule detection in digital chest radiographs by use of a multiple-template matching technique. Med Phys 2001; 28: 2070–2076. – reference: 13) Tourassi GD, Vargas-Voracek R, Catarious DM, et al. Computer-assisted detection of mammographic masses: a template matching scheme based on mutual information. Med Phys 2003; 30: 2123–2130. – reference: 2) Vermeer SE, Prins ND, Heijer TD, et al. Silent brain infarcts and the risk of dementia and cognitive decline, N Eng J Med 2003: 348: 1215–1222. |
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| SubjectTerms | Computer-aided diagnosis Kernel eigenspace Lacunar infarcts Template matching |
| Title | ラクナ梗塞検出のためのカーネル固有空間テンプレートマッチング |
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