Morphometry of 4D Eigen Spectral Images for Characterizing Spatio-temporal Properties of Intratumoral Enhancement Patterns in Dynamic Contrast-enhanced Breast MRI(International Forum on Medical Imaging in Asia 2009 (IFMIA 2009))
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概要
- 論文の詳細を見る
This study was designed to characterize the spatio-temporal properties of intratumoral enhancement patterns on 4D eigen spectral images for MR-based breast tumor diagnosis. MR-time-series were registered for movement compensation and tumor regions were segmented semi-automatically from our proposed perfusion index map. Eigenvalues were obtained for temporal enhancement curves for each voxel within tumor by using singular value decomposition (SVD), generating eigenvalue maps. The spatial variations of intratumoral eigenvalues were captured by 3D moment invariants. The influence on mophometric features of eigenvalue maps in tumor differentiation is validated by classification performance using linear discriminant analysis and leave-one-out cross validation.
- 社団法人電子情報通信学会の論文
- 2009-01-12
著者
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Kim Jong
Interdisciplinary Program in Radiation Applied Life Science, Seoul National University College of Me
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Kim Jong
Inter-university Semiconductor Research Center Seoul National University:school Of Electrical Engine
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Kim Jong
Seoul National Univ. Seoul Kor
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Park Jung
Interdisciplinary Program In Radiation Applied Life Science Major Seoul National University
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Park Jeong
Department Of Medicine
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Lee Sang
Interdisciplinary Program in Radiation Applied Life Science, Seoul National University
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Jung Yun
Interdisciplinary Program in Radiation Applied Life Science, Seoul National University
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Moon Woo
Department of Radiology, Seoul National University College of Medicine
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Lee Sang
Seoul National Univ. Seoul Kor
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Lee Sang
Interdisciplinary Program In Radiation Applied Life Science Major Seoul National University
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SONG Jeong
Interdisciplinary Program in Radiation Applied Life Science, Seoul National University College of Me
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CHO Nariya
Department of Radiology, Seoul National University College of Medicine
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Moon Woo
Department Of Radiology Seoul National University College Of Medicine
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Moon Woo
Department Of Diagnostic Radiology Seoul National University Hospital
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Jung Yun
Interdisciplinary Program In Radiation Applied Life Science Major Seoul National University
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Song Jeong
Interdisciplinary Program In Radiation Applied Life Science Major Seoul National University
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Cho Nariya
Department Of Radiology Seoul National University College Of Medicine
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Park Jeong
Department Of Biological Sciences University Of Ulsan
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Park Jeong
Department Of Basic Nursing Science And Institute For Nursing Science Keimyung University College Of
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Cho Nariya
Department Of Radiology And Clinical Research Institute Seoul National University Medical Research Center Seoul National University Hospital And The Institute Of Radiation Medicine
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Kim Jong
Inter-University Semiconductor Research Center and School of Electrical Engineering and Computer Science, Seoul National University, San 56-1, Sillim-dong, Gwanak-ku, Seoul 151-742, Republic of Korea
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