Rationale and Objectives: This study aimed to investigate the potential of contrast-enhanced magnetic resonance imaging features to differentiate between mass-forming intrahepatic cholangiocellular carcinoma (ICC) and hepatocellular carcinoma (HCC) in cirrhotic livers. Materials and Methods: This study, performed between 2001 and 2013, included 64 baseline magnetic resonance imaging examinations with pathohistologically proven liver cirrhosis, presenting with either ICC (n = 32) or HCC (n = 32) tumors. To distinguish ICC form HCC tumors, 20 qualitative single-lesion descriptors were evaluated by two readers, in consensus, and statistically classified using the chi-square automatic interaction detection (CHAID) methodology. Diagnostic performance was assessed by a receiver operating characteristic analysis. Results: The CHAID algorithm identified three independent categorical lesion descriptors, including (1) liver capsular retraction; (2) progressive or persistent enhancement pattern or wash-out on the T1-weighted delayed phase; and (3) signal intensity appearance on T2-weighted images that could help to reliably differentiate ICC from HCC, which resulted in an AUC of 0.807, and a sensitivity and specificity of 68.8 and 90.6 (95% confidence interval 75.0-98.0), respectively. Conclusions: The proposed CHAID algorithm provides a simple and robust step-by-step classification tool for a reliable and solid differentiation between ICC and HCC tumors in cirrhotic livers. (C) 2017 The Association of University Radiologists. Published by Elsevier Inc. All rights reserved.
机构:Sungkyunkwan Univ, Sch Med, Samsung Med Ctr, Dept Radiol, Seoul, South Korea
Chong, Y. S.
;
Kim, Y. K.
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Sungkyunkwan Univ, Sch Med, Samsung Med Ctr, Dept Radiol, Seoul, South Korea
Sungkyunkwan Univ, Sch Med, Samsung Med Ctr, Ctr Imaging Sci, Seoul, South KoreaSungkyunkwan Univ, Sch Med, Samsung Med Ctr, Dept Radiol, Seoul, South Korea
Kim, Y. K.
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Lee, M. W.
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机构:Sungkyunkwan Univ, Sch Med, Samsung Med Ctr, Dept Radiol, Seoul, South Korea
Lee, M. W.
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Kim, S. H.
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机构:Sungkyunkwan Univ, Sch Med, Samsung Med Ctr, Dept Radiol, Seoul, South Korea
Kim, S. H.
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Lee, W. J.
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机构:Sungkyunkwan Univ, Sch Med, Samsung Med Ctr, Dept Radiol, Seoul, South Korea
Lee, W. J.
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Rhim, H. C.
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机构:Sungkyunkwan Univ, Sch Med, Samsung Med Ctr, Dept Radiol, Seoul, South Korea
Rhim, H. C.
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Lee, S. J.
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机构:Sungkyunkwan Univ, Sch Med, Samsung Med Ctr, Dept Radiol, Seoul, South Korea
机构:
UCSF, Dept Bioengn & Therapeut Sci, San Francisco, CA 94143 USA
Peking Univ, Sch Oncol, Beijing Canc Hosp & Inst, Dept Surg, Beijing 100871, Peoples R China
Minist Educ, Key Lab Carcinogenesis & Translat Res, Beijing 100871, Peoples R ChinaUCSF, Dept Bioengn & Therapeut Sci, San Francisco, CA 94143 USA
Fan, Biao
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Malato, Yann
论文数: 0引用数: 0
h-index: 0
机构:
UCSF, Eli & Edythe Broad Ctr Regenerat Med & Stem Cell, San Francisco, CA 94143 USA
UCSF, Div Transplantat, Dept Surg, San Francisco, CA 94143 USAUCSF, Dept Bioengn & Therapeut Sci, San Francisco, CA 94143 USA
Malato, Yann
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Calvisi, Diego F.
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h-index: 0
机构:
Univ Greifswald, Inst Pathol, Greifswald, GermanyUCSF, Dept Bioengn & Therapeut Sci, San Francisco, CA 94143 USA
Calvisi, Diego F.
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Naqvi, Syed
论文数: 0引用数: 0
h-index: 0
机构:
UCSF, Eli & Edythe Broad Ctr Regenerat Med & Stem Cell, San Francisco, CA 94143 USAUCSF, Dept Bioengn & Therapeut Sci, San Francisco, CA 94143 USA
Naqvi, Syed
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Razumilava, Nataliya
论文数: 0引用数: 0
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机构:
Mayo Clin, Div Gastroenterol & Hepatol, Rochester, MN USAUCSF, Dept Bioengn & Therapeut Sci, San Francisco, CA 94143 USA
Razumilava, Nataliya
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Ribback, Silvia
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机构:
Univ Greifswald, Inst Pathol, Greifswald, GermanyUCSF, Dept Bioengn & Therapeut Sci, San Francisco, CA 94143 USA
Ribback, Silvia
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Gores, Gregory J.
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机构:
Mayo Clin, Div Gastroenterol & Hepatol, Rochester, MN USAUCSF, Dept Bioengn & Therapeut Sci, San Francisco, CA 94143 USA
Gores, Gregory J.
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Dombrowski, Frank
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机构:
Univ Greifswald, Inst Pathol, Greifswald, GermanyUCSF, Dept Bioengn & Therapeut Sci, San Francisco, CA 94143 USA
Dombrowski, Frank
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Evert, Matthias
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机构:
Univ Greifswald, Inst Pathol, Greifswald, GermanyUCSF, Dept Bioengn & Therapeut Sci, San Francisco, CA 94143 USA
Evert, Matthias
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Chen, Xin
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机构:
UCSF, Dept Bioengn & Therapeut Sci, San Francisco, CA 94143 USA
UCSF, Ctr Liver, San Francisco, CA 94143 USAUCSF, Dept Bioengn & Therapeut Sci, San Francisco, CA 94143 USA
Chen, Xin
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Willenbring, Holger
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h-index: 0
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UCSF, Eli & Edythe Broad Ctr Regenerat Med & Stem Cell, San Francisco, CA 94143 USA
UCSF, Div Transplantat, Dept Surg, San Francisco, CA 94143 USA
UCSF, Ctr Liver, San Francisco, CA 94143 USAUCSF, Dept Bioengn & Therapeut Sci, San Francisco, CA 94143 USA
机构:
Washington Univ, Sch Med St Louis, Dept Radiol, Div Abdominal Imaging, St Louis, MO 63110 USAWashington Univ, Sch Med St Louis, Dept Radiol, Div Abdominal Imaging, St Louis, MO 63110 USA
Fowler, Kathryn J.
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Sheybani, Arman
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机构:
Icahn Sch Med Mt Sinai, Dept Med, New York, NY USAWashington Univ, Sch Med St Louis, Dept Radiol, Div Abdominal Imaging, St Louis, MO 63110 USA
Sheybani, Arman
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Parker, Rex A., III
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机构:
Kaiser Permanente Med Ctr, Los Angeles, CA 90034 USAWashington Univ, Sch Med St Louis, Dept Radiol, Div Abdominal Imaging, St Louis, MO 63110 USA
Parker, Rex A., III
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Doherty, Sean
论文数: 0引用数: 0
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机构:
Washington Univ, Sch Med St Louis, Dept Radiol, Div Abdominal Imaging, St Louis, MO 63110 USAWashington Univ, Sch Med St Louis, Dept Radiol, Div Abdominal Imaging, St Louis, MO 63110 USA
Doherty, Sean
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Brunt, Elizabeth M.
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机构:
Washington Univ, Dept Pathol, St Louis, MO 63110 USAWashington Univ, Sch Med St Louis, Dept Radiol, Div Abdominal Imaging, St Louis, MO 63110 USA
Brunt, Elizabeth M.
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Chapman, William C.
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Washington Univ, Dept Surg, St Louis, MO 63110 USAWashington Univ, Sch Med St Louis, Dept Radiol, Div Abdominal Imaging, St Louis, MO 63110 USA
Chapman, William C.
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Menias, Christine O.
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Washington Univ, Sch Med St Louis, Dept Radiol, Div Abdominal Imaging, St Louis, MO 63110 USAWashington Univ, Sch Med St Louis, Dept Radiol, Div Abdominal Imaging, St Louis, MO 63110 USA
机构:
Yonsei Univ, Dept Radiol, Res Inst Radiol Sci, Severance Hosp, Seoul 120752, South KoreaYonsei Univ, Dept Radiol, Res Inst Radiol Sci, Severance Hosp, Seoul 120752, South Korea
Jeong, Hyeon Tae
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Kim, Myeong-Jin
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Yonsei Univ, Dept Radiol, Res Inst Radiol Sci, Severance Hosp, Seoul 120752, South KoreaYonsei Univ, Dept Radiol, Res Inst Radiol Sci, Severance Hosp, Seoul 120752, South Korea
Kim, Myeong-Jin
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Chung, Yong Eun
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Choi, Jin Young
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Yonsei Univ, Dept Radiol, Res Inst Radiol Sci, Severance Hosp, Seoul 120752, South KoreaYonsei Univ, Dept Radiol, Res Inst Radiol Sci, Severance Hosp, Seoul 120752, South Korea
Choi, Jin Young
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Park, Young Nyun
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机构:
Yonsei Univ, Dept Pathol, Severance Biomed Sci Inst, Brain Korea Project Med Sci 21,Severance Hosp, Seoul 120752, South KoreaYonsei Univ, Dept Radiol, Res Inst Radiol Sci, Severance Hosp, Seoul 120752, South Korea
Park, Young Nyun
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Kim, Ki Whang
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Yonsei Univ, Dept Radiol, Res Inst Radiol Sci, Severance Hosp, Seoul 120752, South KoreaYonsei Univ, Dept Radiol, Res Inst Radiol Sci, Severance Hosp, Seoul 120752, South Korea
机构:Sungkyunkwan Univ, Sch Med, Samsung Med Ctr, Dept Radiol, Seoul, South Korea
Chong, Y. S.
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Kim, Y. K.
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Sungkyunkwan Univ, Sch Med, Samsung Med Ctr, Dept Radiol, Seoul, South Korea
Sungkyunkwan Univ, Sch Med, Samsung Med Ctr, Ctr Imaging Sci, Seoul, South KoreaSungkyunkwan Univ, Sch Med, Samsung Med Ctr, Dept Radiol, Seoul, South Korea
Kim, Y. K.
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Lee, M. W.
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机构:Sungkyunkwan Univ, Sch Med, Samsung Med Ctr, Dept Radiol, Seoul, South Korea
Lee, M. W.
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Kim, S. H.
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机构:Sungkyunkwan Univ, Sch Med, Samsung Med Ctr, Dept Radiol, Seoul, South Korea
Kim, S. H.
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Lee, W. J.
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机构:Sungkyunkwan Univ, Sch Med, Samsung Med Ctr, Dept Radiol, Seoul, South Korea
Lee, W. J.
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Rhim, H. C.
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机构:Sungkyunkwan Univ, Sch Med, Samsung Med Ctr, Dept Radiol, Seoul, South Korea
Rhim, H. C.
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Lee, S. J.
论文数: 0引用数: 0
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机构:Sungkyunkwan Univ, Sch Med, Samsung Med Ctr, Dept Radiol, Seoul, South Korea
机构:
UCSF, Dept Bioengn & Therapeut Sci, San Francisco, CA 94143 USA
Peking Univ, Sch Oncol, Beijing Canc Hosp & Inst, Dept Surg, Beijing 100871, Peoples R China
Minist Educ, Key Lab Carcinogenesis & Translat Res, Beijing 100871, Peoples R ChinaUCSF, Dept Bioengn & Therapeut Sci, San Francisco, CA 94143 USA
Fan, Biao
;
Malato, Yann
论文数: 0引用数: 0
h-index: 0
机构:
UCSF, Eli & Edythe Broad Ctr Regenerat Med & Stem Cell, San Francisco, CA 94143 USA
UCSF, Div Transplantat, Dept Surg, San Francisco, CA 94143 USAUCSF, Dept Bioengn & Therapeut Sci, San Francisco, CA 94143 USA
Malato, Yann
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Calvisi, Diego F.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Greifswald, Inst Pathol, Greifswald, GermanyUCSF, Dept Bioengn & Therapeut Sci, San Francisco, CA 94143 USA
Calvisi, Diego F.
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Naqvi, Syed
论文数: 0引用数: 0
h-index: 0
机构:
UCSF, Eli & Edythe Broad Ctr Regenerat Med & Stem Cell, San Francisco, CA 94143 USAUCSF, Dept Bioengn & Therapeut Sci, San Francisco, CA 94143 USA
Naqvi, Syed
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Razumilava, Nataliya
论文数: 0引用数: 0
h-index: 0
机构:
Mayo Clin, Div Gastroenterol & Hepatol, Rochester, MN USAUCSF, Dept Bioengn & Therapeut Sci, San Francisco, CA 94143 USA
Razumilava, Nataliya
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Ribback, Silvia
论文数: 0引用数: 0
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机构:
Univ Greifswald, Inst Pathol, Greifswald, GermanyUCSF, Dept Bioengn & Therapeut Sci, San Francisco, CA 94143 USA
Ribback, Silvia
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Gores, Gregory J.
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Mayo Clin, Div Gastroenterol & Hepatol, Rochester, MN USAUCSF, Dept Bioengn & Therapeut Sci, San Francisco, CA 94143 USA
Gores, Gregory J.
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Dombrowski, Frank
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机构:
Univ Greifswald, Inst Pathol, Greifswald, GermanyUCSF, Dept Bioengn & Therapeut Sci, San Francisco, CA 94143 USA
Dombrowski, Frank
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Evert, Matthias
论文数: 0引用数: 0
h-index: 0
机构:
Univ Greifswald, Inst Pathol, Greifswald, GermanyUCSF, Dept Bioengn & Therapeut Sci, San Francisco, CA 94143 USA
Evert, Matthias
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Chen, Xin
论文数: 0引用数: 0
h-index: 0
机构:
UCSF, Dept Bioengn & Therapeut Sci, San Francisco, CA 94143 USA
UCSF, Ctr Liver, San Francisco, CA 94143 USAUCSF, Dept Bioengn & Therapeut Sci, San Francisco, CA 94143 USA
Chen, Xin
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Willenbring, Holger
论文数: 0引用数: 0
h-index: 0
机构:
UCSF, Eli & Edythe Broad Ctr Regenerat Med & Stem Cell, San Francisco, CA 94143 USA
UCSF, Div Transplantat, Dept Surg, San Francisco, CA 94143 USA
UCSF, Ctr Liver, San Francisco, CA 94143 USAUCSF, Dept Bioengn & Therapeut Sci, San Francisco, CA 94143 USA
机构:
Washington Univ, Sch Med St Louis, Dept Radiol, Div Abdominal Imaging, St Louis, MO 63110 USAWashington Univ, Sch Med St Louis, Dept Radiol, Div Abdominal Imaging, St Louis, MO 63110 USA
Fowler, Kathryn J.
;
Sheybani, Arman
论文数: 0引用数: 0
h-index: 0
机构:
Icahn Sch Med Mt Sinai, Dept Med, New York, NY USAWashington Univ, Sch Med St Louis, Dept Radiol, Div Abdominal Imaging, St Louis, MO 63110 USA
Sheybani, Arman
;
Parker, Rex A., III
论文数: 0引用数: 0
h-index: 0
机构:
Kaiser Permanente Med Ctr, Los Angeles, CA 90034 USAWashington Univ, Sch Med St Louis, Dept Radiol, Div Abdominal Imaging, St Louis, MO 63110 USA
Parker, Rex A., III
;
Doherty, Sean
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med St Louis, Dept Radiol, Div Abdominal Imaging, St Louis, MO 63110 USAWashington Univ, Sch Med St Louis, Dept Radiol, Div Abdominal Imaging, St Louis, MO 63110 USA
Doherty, Sean
;
Brunt, Elizabeth M.
论文数: 0引用数: 0
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机构:
Washington Univ, Dept Pathol, St Louis, MO 63110 USAWashington Univ, Sch Med St Louis, Dept Radiol, Div Abdominal Imaging, St Louis, MO 63110 USA
Brunt, Elizabeth M.
;
Chapman, William C.
论文数: 0引用数: 0
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机构:
Washington Univ, Dept Surg, St Louis, MO 63110 USAWashington Univ, Sch Med St Louis, Dept Radiol, Div Abdominal Imaging, St Louis, MO 63110 USA
Chapman, William C.
;
Menias, Christine O.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med St Louis, Dept Radiol, Div Abdominal Imaging, St Louis, MO 63110 USAWashington Univ, Sch Med St Louis, Dept Radiol, Div Abdominal Imaging, St Louis, MO 63110 USA
机构:
Yonsei Univ, Dept Radiol, Res Inst Radiol Sci, Severance Hosp, Seoul 120752, South KoreaYonsei Univ, Dept Radiol, Res Inst Radiol Sci, Severance Hosp, Seoul 120752, South Korea
Jeong, Hyeon Tae
;
Kim, Myeong-Jin
论文数: 0引用数: 0
h-index: 0
机构:
Yonsei Univ, Dept Radiol, Res Inst Radiol Sci, Severance Hosp, Seoul 120752, South KoreaYonsei Univ, Dept Radiol, Res Inst Radiol Sci, Severance Hosp, Seoul 120752, South Korea
Kim, Myeong-Jin
;
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机构:
Chung, Yong Eun
;
Choi, Jin Young
论文数: 0引用数: 0
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机构:
Yonsei Univ, Dept Radiol, Res Inst Radiol Sci, Severance Hosp, Seoul 120752, South KoreaYonsei Univ, Dept Radiol, Res Inst Radiol Sci, Severance Hosp, Seoul 120752, South Korea
Choi, Jin Young
;
Park, Young Nyun
论文数: 0引用数: 0
h-index: 0
机构:
Yonsei Univ, Dept Pathol, Severance Biomed Sci Inst, Brain Korea Project Med Sci 21,Severance Hosp, Seoul 120752, South KoreaYonsei Univ, Dept Radiol, Res Inst Radiol Sci, Severance Hosp, Seoul 120752, South Korea
Park, Young Nyun
;
Kim, Ki Whang
论文数: 0引用数: 0
h-index: 0
机构:
Yonsei Univ, Dept Radiol, Res Inst Radiol Sci, Severance Hosp, Seoul 120752, South KoreaYonsei Univ, Dept Radiol, Res Inst Radiol Sci, Severance Hosp, Seoul 120752, South Korea