The diagnostic performance of diffusion-weighted imaging and dynamic contrast-enhanced magnetic resonance imaging in evaluating the pathological response of breast cancer to neoadjuvant chemotherapy: A meta-analysis
被引:21
作者:
Li, Zhifan
论文数: 0引用数: 0
h-index: 0
机构:
Lanzhou Univ, Clin Med Coll 1, Lanzhou 730000, Peoples R China
Lanzhou Univ, Hosp 1, Lanzhou 730000, Peoples R ChinaLanzhou Univ, Clin Med Coll 1, Lanzhou 730000, Peoples R China
Li, Zhifan
[1
,2
]
Li, Jinkui
论文数: 0引用数: 0
h-index: 0
机构:
Lanzhou Univ, Clin Med Coll 1, Lanzhou 730000, Peoples R China
Lanzhou Univ, Hosp 1, Lanzhou 730000, Peoples R ChinaLanzhou Univ, Clin Med Coll 1, Lanzhou 730000, Peoples R China
Li, Jinkui
[1
,2
]
Lu, Xingru
论文数: 0引用数: 0
h-index: 0
机构:
Lanzhou Univ, Hosp 1, Lanzhou 730000, Peoples R ChinaLanzhou Univ, Clin Med Coll 1, Lanzhou 730000, Peoples R China
Lu, Xingru
[2
]
Qu, Mengmeng
论文数: 0引用数: 0
h-index: 0
机构:
Lanzhou Univ, Clin Med Coll 1, Lanzhou 730000, Peoples R China
Lanzhou Univ, Hosp 1, Lanzhou 730000, Peoples R ChinaLanzhou Univ, Clin Med Coll 1, Lanzhou 730000, Peoples R China
Qu, Mengmeng
[1
,2
]
Tian, Jinhui
论文数: 0引用数: 0
h-index: 0
机构:
Lanzhou Univ, Evidence Based Med Ctr, Sch Basic Med Sci, Lanzhou 730000, Peoples R China
Lanzhou Univ, Key Lab Evidence Based Med & Knowledge Translat G, Lanzhou 730000, Peoples R ChinaLanzhou Univ, Clin Med Coll 1, Lanzhou 730000, Peoples R China
Tian, Jinhui
[3
,4
]
Lei, Junqiang
论文数: 0引用数: 0
h-index: 0
机构:
Lanzhou Univ, Hosp 1, Lanzhou 730000, Peoples R ChinaLanzhou Univ, Clin Med Coll 1, Lanzhou 730000, Peoples R China
Lei, Junqiang
[2
]
机构:
[1] Lanzhou Univ, Clin Med Coll 1, Lanzhou 730000, Peoples R China
[2] Lanzhou Univ, Hosp 1, Lanzhou 730000, Peoples R China
[3] Lanzhou Univ, Evidence Based Med Ctr, Sch Basic Med Sci, Lanzhou 730000, Peoples R China
[4] Lanzhou Univ, Key Lab Evidence Based Med & Knowledge Translat G, Lanzhou 730000, Peoples R China
Neoadjuvant therapy;
Breast neoplasms;
Magnetic resonance imaging;
Meta-analysis;
EARLY PREDICTION;
COMPLETE REMISSION;
RESIDUAL DISEASE;
TUMOR RESPONSE;
DCE-MRI;
PARAMETERS;
PATIENT;
ADJUNCT;
PET/CT;
D O I:
10.1016/j.ejrad.2021.109931
中图分类号:
R8 [特种医学];
R445 [影像诊断学];
学科分类号:
1002 ;
100207 ;
1009 ;
摘要:
Purpose: To evaluate and compare the diagnostic performance of diffusion-weighted imaging (DWI) and dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) in predicting the pathological response of breast cancer to neoadjuvant chemotherapy (NAC). Methods: We searched PubMed, EMBASE, Cochrane Library, and Web of Science systematically to identify relevant studies from inception to December 2020. The Quality Assessment of Diagnostic Accuracy Studies 2 tool was used to assess the methodological quality of the included studies. We extracted sufficient data to construct 2 x 2 tables and then used STATA 12.0 to perform data pooling, heterogeneity testing, meta-regression analysis and subgroup analysis. Results: A total of 41 articles were enrolled in this study, including 27 studies (2107 patients) on DCE-MRI and 23 studies (1321 patients) on DWI. The pooled sensitivity and specificity of DCE-MRI were 0.75 and 0.79, and the pooled sensitivity and specificity of DWI were 0.77 and 0.75. There was no significant difference in sensitivity (P = 0.598) and specificity (P = 0.218) between DCE-MRI and DWI. And meta-regression analysis showed that both magnetic field strength and the time of examination had significant effects on heterogeneity. Conclusions: DWI might be a potential substitute for DCE-MRI in predicting the pathological response of breast cancer to NAC as there was no significant difference in the diagnostic performance between the two. However, considering that not all included studies directly compared the diagnostic performance of DWI and DCE-MRI in the same patients and the heterogeneity of the included studies, caution should be exercised in applying our results.
机构:
All India Inst Med Sci, Dept NMR, Delhi 110029, India
All India Inst Med Sci, MRI Facil, Delhi 110029, IndiaAll India Inst Med Sci, Dept NMR, Delhi 110029, India
Agarwal, Khushbu
Sharma, Uma
论文数: 0引用数: 0
h-index: 0
机构:
All India Inst Med Sci, Dept NMR, Delhi 110029, India
All India Inst Med Sci, MRI Facil, Delhi 110029, IndiaAll India Inst Med Sci, Dept NMR, Delhi 110029, India
Sharma, Uma
Sah, Rani G.
论文数: 0引用数: 0
h-index: 0
机构:
All India Inst Med Sci, Dept NMR, Delhi 110029, India
All India Inst Med Sci, MRI Facil, Delhi 110029, IndiaAll India Inst Med Sci, Dept NMR, Delhi 110029, India
Sah, Rani G.
Mathur, Sandeep
论文数: 0引用数: 0
h-index: 0
机构:
All India Inst Med Sci, Dept Pathol, Delhi 110029, IndiaAll India Inst Med Sci, Dept NMR, Delhi 110029, India
Mathur, Sandeep
Hari, Smriti
论文数: 0引用数: 0
h-index: 0
机构:
All India Inst Med Sci, Dept Radiodiag, Delhi 110029, IndiaAll India Inst Med Sci, Dept NMR, Delhi 110029, India
Hari, Smriti
Seenu, Vurthaluru
论文数: 0引用数: 0
h-index: 0
机构:
All India Inst Med Sci, Dept Surg Disciplines, Delhi 110029, IndiaAll India Inst Med Sci, Dept NMR, Delhi 110029, India
Seenu, Vurthaluru
Parshad, Rajinder
论文数: 0引用数: 0
h-index: 0
机构:
All India Inst Med Sci, Dept Surg Disciplines, Delhi 110029, IndiaAll India Inst Med Sci, Dept NMR, Delhi 110029, India
Parshad, Rajinder
Jagannathan, Naranamangalam R.
论文数: 0引用数: 0
h-index: 0
机构:
All India Inst Med Sci, Dept NMR, Delhi 110029, India
All India Inst Med Sci, MRI Facil, Delhi 110029, IndiaAll India Inst Med Sci, Dept NMR, Delhi 110029, India
机构:
Mt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
Mt Vernon Hosp, Paul Strickland Scanner Ctr, Northwood HA6 2RN, Middx, EnglandMt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
Ah-See, Mei-Lin W.
Makris, Andreas
论文数: 0引用数: 0
h-index: 0
机构:
Mt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
Mt Vernon Hosp, Paul Strickland Scanner Ctr, Northwood HA6 2RN, Middx, EnglandMt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
Makris, Andreas
Taylor, N. Jane
论文数: 0引用数: 0
h-index: 0
机构:
Mt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
Mt Vernon Hosp, Paul Strickland Scanner Ctr, Northwood HA6 2RN, Middx, EnglandMt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
Taylor, N. Jane
Harrison, Mark
论文数: 0引用数: 0
h-index: 0
机构:
Mt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
Mt Vernon Hosp, Paul Strickland Scanner Ctr, Northwood HA6 2RN, Middx, EnglandMt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
Harrison, Mark
Richman, Paul I.
论文数: 0引用数: 0
h-index: 0
机构:
Mt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
Mt Vernon Hosp, Paul Strickland Scanner Ctr, Northwood HA6 2RN, Middx, EnglandMt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
Richman, Paul I.
Burcombe, Russell J.
论文数: 0引用数: 0
h-index: 0
机构:
Mt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
Mt Vernon Hosp, Paul Strickland Scanner Ctr, Northwood HA6 2RN, Middx, EnglandMt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
Burcombe, Russell J.
Stirling, J. James
论文数: 0引用数: 0
h-index: 0
机构:
Mt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
Mt Vernon Hosp, Paul Strickland Scanner Ctr, Northwood HA6 2RN, Middx, EnglandMt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
Stirling, J. James
d'Arcy, James A.
论文数: 0引用数: 0
h-index: 0
机构:
Royal Marsden Hosp, CRC Clin MR Res Grp, Sutton, Surrey, EnglandMt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
d'Arcy, James A.
Collins, David J.
论文数: 0引用数: 0
h-index: 0
机构:
Royal Marsden Hosp, CRC Clin MR Res Grp, Sutton, Surrey, EnglandMt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
Collins, David J.
Pittam, Michael R.
论文数: 0引用数: 0
h-index: 0
机构:
Luton & Dunstable Hosp NHS Trust, Breast Unit, Luton, Beds, EnglandMt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
Pittam, Michael R.
Ravichandran, Duraisamy
论文数: 0引用数: 0
h-index: 0
机构:
Luton & Dunstable Hosp NHS Trust, Breast Unit, Luton, Beds, EnglandMt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
Ravichandran, Duraisamy
Padhani, Anwar R.
论文数: 0引用数: 0
h-index: 0
机构:
Mt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
Mt Vernon Hosp, Paul Strickland Scanner Ctr, Northwood HA6 2RN, Middx, EnglandMt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
机构:
Catholic Univ Korea, Coll Med, Seoul St Marys Hosp, Dept Hosp Pathol, Seoul 137701, South KoreaCatholic Univ Korea, Coll Med, St Vincents Hosp, Dept Radiol, Suwon, South Korea
机构:
Univ Autonoma Nuevo Leon, Fac Med, Madero & Gonzalitos S-N, Monterrey 66460, Nuevo Leon, Mexico
Hosp Univ, Dept Radiol & Imagen, Madero & Gonzalitos S-N, Monterrey 66460, MexicoUniv Autonoma Nuevo Leon, Fac Med, Madero & Gonzalitos S-N, Monterrey 66460, Nuevo Leon, Mexico
Aseret Ramirez-Galvan, Yazmin
Cardona-Huerta, Servando
论文数: 0引用数: 0
h-index: 0
机构:
Tecnol Monterrey, Breast Canc Ctr, San Pedro Garza Garcia, MexicoUniv Autonoma Nuevo Leon, Fac Med, Madero & Gonzalitos S-N, Monterrey 66460, Nuevo Leon, Mexico
Cardona-Huerta, Servando
Elizondo-Riojas, Guillermo
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Nuevo Leon, Fac Med, Madero & Gonzalitos S-N, Monterrey 66460, Nuevo Leon, Mexico
Hosp Univ, Dept Radiol & Imagen, Madero & Gonzalitos S-N, Monterrey 66460, MexicoUniv Autonoma Nuevo Leon, Fac Med, Madero & Gonzalitos S-N, Monterrey 66460, Nuevo Leon, Mexico
Elizondo-Riojas, Guillermo
Alejandro Alvarez-Villalobos, Neri
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Nuevo Leon, Fac Med, Madero & Gonzalitos S-N, Monterrey 66460, Nuevo Leon, Mexico
Hosp Univ, Unidad Invest Clin, Monterrey, Nuevo Leon, MexicoUniv Autonoma Nuevo Leon, Fac Med, Madero & Gonzalitos S-N, Monterrey 66460, Nuevo Leon, Mexico
机构:
Chinese Acad Med Sci, Peking Union Med Coll, Canc Hosp, Dept Diagnost Radiol, 17 Panjiayuannanli, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Peking Union Med Coll, Canc Hosp, Dept Diagnost Radiol, 17 Panjiayuannanli, Beijing 100021, Peoples R China
Che, Shunan
Zhao, Xinming
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Peking Union Med Coll, Canc Hosp, Dept Diagnost Radiol, 17 Panjiayuannanli, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Peking Union Med Coll, Canc Hosp, Dept Diagnost Radiol, 17 Panjiayuannanli, Beijing 100021, Peoples R China
Zhao, Xinming
Ou, Yanghan
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Peking Union Med Coll, Canc Hosp, Dept Diagnost Radiol, 17 Panjiayuannanli, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Peking Union Med Coll, Canc Hosp, Dept Diagnost Radiol, 17 Panjiayuannanli, Beijing 100021, Peoples R China
Ou, Yanghan
Li, Jing
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Peking Union Med Coll, Canc Hosp, Dept Diagnost Radiol, 17 Panjiayuannanli, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Peking Union Med Coll, Canc Hosp, Dept Diagnost Radiol, 17 Panjiayuannanli, Beijing 100021, Peoples R China
Li, Jing
Wang, Meng
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Peking Union Med Coll, Canc Hosp, Dept Epidemiol, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Peking Union Med Coll, Canc Hosp, Dept Diagnost Radiol, 17 Panjiayuannanli, Beijing 100021, Peoples R China
Wang, Meng
Wu, Bing
论文数: 0引用数: 0
h-index: 0
机构:
GE MR Res China, Beijing, Peoples R ChinaChinese Acad Med Sci, Peking Union Med Coll, Canc Hosp, Dept Diagnost Radiol, 17 Panjiayuannanli, Beijing 100021, Peoples R China
Wu, Bing
Zhou, Chunwu
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Peking Union Med Coll, Canc Hosp, Dept Diagnost Radiol, 17 Panjiayuannanli, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Peking Union Med Coll, Canc Hosp, Dept Diagnost Radiol, 17 Panjiayuannanli, Beijing 100021, Peoples R China
机构:
Jinan Univ, Affiliated Hosp 1, Med Imaging Ctr, Guangzhou, Peoples R ChinaJinan Univ, Affiliated Hosp 1, Med Imaging Ctr, Guangzhou, Peoples R China
Cheng, Qingqing
Huang, Jiaxi
论文数: 0引用数: 0
h-index: 0
机构:
Jinan Univ, Affiliated Hosp 1, Med Imaging Ctr, Guangzhou, Peoples R ChinaJinan Univ, Affiliated Hosp 1, Med Imaging Ctr, Guangzhou, Peoples R China
Huang, Jiaxi
Liang, Jianye
论文数: 0引用数: 0
h-index: 0
机构:
Jinan Univ, Affiliated Hosp 1, Med Imaging Ctr, Guangzhou, Peoples R ChinaJinan Univ, Affiliated Hosp 1, Med Imaging Ctr, Guangzhou, Peoples R China
Liang, Jianye
Ma, Mengjie
论文数: 0引用数: 0
h-index: 0
机构:
Jinan Univ, Affiliated Hosp 1, Med Imaging Ctr, Guangzhou, Peoples R ChinaJinan Univ, Affiliated Hosp 1, Med Imaging Ctr, Guangzhou, Peoples R China
Ma, Mengjie
Ye, Kunlin
论文数: 0引用数: 0
h-index: 0
机构:
Jinan Univ, Affiliated Hosp 1, Med Imaging Ctr, Guangzhou, Peoples R ChinaJinan Univ, Affiliated Hosp 1, Med Imaging Ctr, Guangzhou, Peoples R China
Ye, Kunlin
Shi, Changzheng
论文数: 0引用数: 0
h-index: 0
机构:
Jinan Univ, Affiliated Hosp 1, Med Imaging Ctr, Guangzhou, Peoples R China
Engn Res Ctr Med Imaging Artificial Intelligence, Guangzhou, Peoples R ChinaJinan Univ, Affiliated Hosp 1, Med Imaging Ctr, Guangzhou, Peoples R China
Shi, Changzheng
Luo, Liangping
论文数: 0引用数: 0
h-index: 0
机构:
Jinan Univ, Affiliated Hosp 1, Med Imaging Ctr, Guangzhou, Peoples R China
Engn Res Ctr Med Imaging Artificial Intelligence, Guangzhou, Peoples R ChinaJinan Univ, Affiliated Hosp 1, Med Imaging Ctr, Guangzhou, Peoples R China
Luo, Liangping
[J].
FRONTIERS IN ONCOLOGY,
2020,
10
[10]
Dai Y.Q., 2015, CHINESE J CANC PREVE, V22, P958
机构:
All India Inst Med Sci, Dept NMR, Delhi 110029, India
All India Inst Med Sci, MRI Facil, Delhi 110029, IndiaAll India Inst Med Sci, Dept NMR, Delhi 110029, India
Agarwal, Khushbu
Sharma, Uma
论文数: 0引用数: 0
h-index: 0
机构:
All India Inst Med Sci, Dept NMR, Delhi 110029, India
All India Inst Med Sci, MRI Facil, Delhi 110029, IndiaAll India Inst Med Sci, Dept NMR, Delhi 110029, India
Sharma, Uma
Sah, Rani G.
论文数: 0引用数: 0
h-index: 0
机构:
All India Inst Med Sci, Dept NMR, Delhi 110029, India
All India Inst Med Sci, MRI Facil, Delhi 110029, IndiaAll India Inst Med Sci, Dept NMR, Delhi 110029, India
Sah, Rani G.
Mathur, Sandeep
论文数: 0引用数: 0
h-index: 0
机构:
All India Inst Med Sci, Dept Pathol, Delhi 110029, IndiaAll India Inst Med Sci, Dept NMR, Delhi 110029, India
Mathur, Sandeep
Hari, Smriti
论文数: 0引用数: 0
h-index: 0
机构:
All India Inst Med Sci, Dept Radiodiag, Delhi 110029, IndiaAll India Inst Med Sci, Dept NMR, Delhi 110029, India
Hari, Smriti
Seenu, Vurthaluru
论文数: 0引用数: 0
h-index: 0
机构:
All India Inst Med Sci, Dept Surg Disciplines, Delhi 110029, IndiaAll India Inst Med Sci, Dept NMR, Delhi 110029, India
Seenu, Vurthaluru
Parshad, Rajinder
论文数: 0引用数: 0
h-index: 0
机构:
All India Inst Med Sci, Dept Surg Disciplines, Delhi 110029, IndiaAll India Inst Med Sci, Dept NMR, Delhi 110029, India
Parshad, Rajinder
Jagannathan, Naranamangalam R.
论文数: 0引用数: 0
h-index: 0
机构:
All India Inst Med Sci, Dept NMR, Delhi 110029, India
All India Inst Med Sci, MRI Facil, Delhi 110029, IndiaAll India Inst Med Sci, Dept NMR, Delhi 110029, India
机构:
Mt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
Mt Vernon Hosp, Paul Strickland Scanner Ctr, Northwood HA6 2RN, Middx, EnglandMt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
Ah-See, Mei-Lin W.
Makris, Andreas
论文数: 0引用数: 0
h-index: 0
机构:
Mt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
Mt Vernon Hosp, Paul Strickland Scanner Ctr, Northwood HA6 2RN, Middx, EnglandMt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
Makris, Andreas
Taylor, N. Jane
论文数: 0引用数: 0
h-index: 0
机构:
Mt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
Mt Vernon Hosp, Paul Strickland Scanner Ctr, Northwood HA6 2RN, Middx, EnglandMt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
Taylor, N. Jane
Harrison, Mark
论文数: 0引用数: 0
h-index: 0
机构:
Mt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
Mt Vernon Hosp, Paul Strickland Scanner Ctr, Northwood HA6 2RN, Middx, EnglandMt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
Harrison, Mark
Richman, Paul I.
论文数: 0引用数: 0
h-index: 0
机构:
Mt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
Mt Vernon Hosp, Paul Strickland Scanner Ctr, Northwood HA6 2RN, Middx, EnglandMt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
Richman, Paul I.
Burcombe, Russell J.
论文数: 0引用数: 0
h-index: 0
机构:
Mt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
Mt Vernon Hosp, Paul Strickland Scanner Ctr, Northwood HA6 2RN, Middx, EnglandMt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
Burcombe, Russell J.
Stirling, J. James
论文数: 0引用数: 0
h-index: 0
机构:
Mt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
Mt Vernon Hosp, Paul Strickland Scanner Ctr, Northwood HA6 2RN, Middx, EnglandMt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
Stirling, J. James
d'Arcy, James A.
论文数: 0引用数: 0
h-index: 0
机构:
Royal Marsden Hosp, CRC Clin MR Res Grp, Sutton, Surrey, EnglandMt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
d'Arcy, James A.
Collins, David J.
论文数: 0引用数: 0
h-index: 0
机构:
Royal Marsden Hosp, CRC Clin MR Res Grp, Sutton, Surrey, EnglandMt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
Collins, David J.
Pittam, Michael R.
论文数: 0引用数: 0
h-index: 0
机构:
Luton & Dunstable Hosp NHS Trust, Breast Unit, Luton, Beds, EnglandMt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
Pittam, Michael R.
Ravichandran, Duraisamy
论文数: 0引用数: 0
h-index: 0
机构:
Luton & Dunstable Hosp NHS Trust, Breast Unit, Luton, Beds, EnglandMt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
Ravichandran, Duraisamy
Padhani, Anwar R.
论文数: 0引用数: 0
h-index: 0
机构:
Mt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
Mt Vernon Hosp, Paul Strickland Scanner Ctr, Northwood HA6 2RN, Middx, EnglandMt Vernon Hosp, Acad Oncol Unit, Northwood HA6 2RN, Middx, England
机构:
Catholic Univ Korea, Coll Med, Seoul St Marys Hosp, Dept Hosp Pathol, Seoul 137701, South KoreaCatholic Univ Korea, Coll Med, St Vincents Hosp, Dept Radiol, Suwon, South Korea
机构:
Univ Autonoma Nuevo Leon, Fac Med, Madero & Gonzalitos S-N, Monterrey 66460, Nuevo Leon, Mexico
Hosp Univ, Dept Radiol & Imagen, Madero & Gonzalitos S-N, Monterrey 66460, MexicoUniv Autonoma Nuevo Leon, Fac Med, Madero & Gonzalitos S-N, Monterrey 66460, Nuevo Leon, Mexico
Aseret Ramirez-Galvan, Yazmin
Cardona-Huerta, Servando
论文数: 0引用数: 0
h-index: 0
机构:
Tecnol Monterrey, Breast Canc Ctr, San Pedro Garza Garcia, MexicoUniv Autonoma Nuevo Leon, Fac Med, Madero & Gonzalitos S-N, Monterrey 66460, Nuevo Leon, Mexico
Cardona-Huerta, Servando
Elizondo-Riojas, Guillermo
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Nuevo Leon, Fac Med, Madero & Gonzalitos S-N, Monterrey 66460, Nuevo Leon, Mexico
Hosp Univ, Dept Radiol & Imagen, Madero & Gonzalitos S-N, Monterrey 66460, MexicoUniv Autonoma Nuevo Leon, Fac Med, Madero & Gonzalitos S-N, Monterrey 66460, Nuevo Leon, Mexico
Elizondo-Riojas, Guillermo
Alejandro Alvarez-Villalobos, Neri
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Nuevo Leon, Fac Med, Madero & Gonzalitos S-N, Monterrey 66460, Nuevo Leon, Mexico
Hosp Univ, Unidad Invest Clin, Monterrey, Nuevo Leon, MexicoUniv Autonoma Nuevo Leon, Fac Med, Madero & Gonzalitos S-N, Monterrey 66460, Nuevo Leon, Mexico
机构:
Chinese Acad Med Sci, Peking Union Med Coll, Canc Hosp, Dept Diagnost Radiol, 17 Panjiayuannanli, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Peking Union Med Coll, Canc Hosp, Dept Diagnost Radiol, 17 Panjiayuannanli, Beijing 100021, Peoples R China
Che, Shunan
Zhao, Xinming
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Peking Union Med Coll, Canc Hosp, Dept Diagnost Radiol, 17 Panjiayuannanli, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Peking Union Med Coll, Canc Hosp, Dept Diagnost Radiol, 17 Panjiayuannanli, Beijing 100021, Peoples R China
Zhao, Xinming
Ou, Yanghan
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Peking Union Med Coll, Canc Hosp, Dept Diagnost Radiol, 17 Panjiayuannanli, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Peking Union Med Coll, Canc Hosp, Dept Diagnost Radiol, 17 Panjiayuannanli, Beijing 100021, Peoples R China
Ou, Yanghan
Li, Jing
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Peking Union Med Coll, Canc Hosp, Dept Diagnost Radiol, 17 Panjiayuannanli, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Peking Union Med Coll, Canc Hosp, Dept Diagnost Radiol, 17 Panjiayuannanli, Beijing 100021, Peoples R China
Li, Jing
Wang, Meng
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Peking Union Med Coll, Canc Hosp, Dept Epidemiol, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Peking Union Med Coll, Canc Hosp, Dept Diagnost Radiol, 17 Panjiayuannanli, Beijing 100021, Peoples R China
Wang, Meng
Wu, Bing
论文数: 0引用数: 0
h-index: 0
机构:
GE MR Res China, Beijing, Peoples R ChinaChinese Acad Med Sci, Peking Union Med Coll, Canc Hosp, Dept Diagnost Radiol, 17 Panjiayuannanli, Beijing 100021, Peoples R China
Wu, Bing
Zhou, Chunwu
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Peking Union Med Coll, Canc Hosp, Dept Diagnost Radiol, 17 Panjiayuannanli, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Peking Union Med Coll, Canc Hosp, Dept Diagnost Radiol, 17 Panjiayuannanli, Beijing 100021, Peoples R China
机构:
Jinan Univ, Affiliated Hosp 1, Med Imaging Ctr, Guangzhou, Peoples R ChinaJinan Univ, Affiliated Hosp 1, Med Imaging Ctr, Guangzhou, Peoples R China
Cheng, Qingqing
Huang, Jiaxi
论文数: 0引用数: 0
h-index: 0
机构:
Jinan Univ, Affiliated Hosp 1, Med Imaging Ctr, Guangzhou, Peoples R ChinaJinan Univ, Affiliated Hosp 1, Med Imaging Ctr, Guangzhou, Peoples R China
Huang, Jiaxi
Liang, Jianye
论文数: 0引用数: 0
h-index: 0
机构:
Jinan Univ, Affiliated Hosp 1, Med Imaging Ctr, Guangzhou, Peoples R ChinaJinan Univ, Affiliated Hosp 1, Med Imaging Ctr, Guangzhou, Peoples R China
Liang, Jianye
Ma, Mengjie
论文数: 0引用数: 0
h-index: 0
机构:
Jinan Univ, Affiliated Hosp 1, Med Imaging Ctr, Guangzhou, Peoples R ChinaJinan Univ, Affiliated Hosp 1, Med Imaging Ctr, Guangzhou, Peoples R China
Ma, Mengjie
Ye, Kunlin
论文数: 0引用数: 0
h-index: 0
机构:
Jinan Univ, Affiliated Hosp 1, Med Imaging Ctr, Guangzhou, Peoples R ChinaJinan Univ, Affiliated Hosp 1, Med Imaging Ctr, Guangzhou, Peoples R China
Ye, Kunlin
Shi, Changzheng
论文数: 0引用数: 0
h-index: 0
机构:
Jinan Univ, Affiliated Hosp 1, Med Imaging Ctr, Guangzhou, Peoples R China
Engn Res Ctr Med Imaging Artificial Intelligence, Guangzhou, Peoples R ChinaJinan Univ, Affiliated Hosp 1, Med Imaging Ctr, Guangzhou, Peoples R China
Shi, Changzheng
Luo, Liangping
论文数: 0引用数: 0
h-index: 0
机构:
Jinan Univ, Affiliated Hosp 1, Med Imaging Ctr, Guangzhou, Peoples R China
Engn Res Ctr Med Imaging Artificial Intelligence, Guangzhou, Peoples R ChinaJinan Univ, Affiliated Hosp 1, Med Imaging Ctr, Guangzhou, Peoples R China
Luo, Liangping
[J].
FRONTIERS IN ONCOLOGY,
2020,
10
[10]
Dai Y.Q., 2015, CHINESE J CANC PREVE, V22, P958