Diffusion-Weighted Echo Planar Imaging using MUltiplexed Sensitivity Encoding and Reverse Polarity Gradient in Head and Neck Cancer: An Initial Study
被引:14
作者:
Konar, Amaresha Shridhar
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机构:
Mem Sloan Kettering Canc Ctr, Dept Med Phys, 1275 York Ave, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Dept Med Phys, 1275 York Ave, New York, NY 10065 USA
Konar, Amaresha Shridhar
[1
]
Fung, Maggie
论文数: 0引用数: 0
h-index: 0
机构:
GE Healthcare, New York, NY USAMem Sloan Kettering Canc Ctr, Dept Med Phys, 1275 York Ave, New York, NY 10065 USA
Fung, Maggie
[2
]
Paudyal, Ramesh
论文数: 0引用数: 0
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机构:
Mem Sloan Kettering Canc Ctr, Dept Med Phys, 1275 York Ave, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Dept Med Phys, 1275 York Ave, New York, NY 10065 USA
Paudyal, Ramesh
[1
]
Oh, Jung Hun
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h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Dept Med Phys, 1275 York Ave, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Dept Med Phys, 1275 York Ave, New York, NY 10065 USA
Oh, Jung Hun
[1
]
Mazaheri, Yousef
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h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Dept Med Phys, 1275 York Ave, New York, NY 10065 USA
Mem Sloan Kettering Canc Ctr, Dept Radiol, 1275 York Ave, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Dept Med Phys, 1275 York Ave, New York, NY 10065 USA
Mazaheri, Yousef
[1
,3
]
Hatzoglou, Vaios
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h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Dept Radiol, 1275 York Ave, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Dept Med Phys, 1275 York Ave, New York, NY 10065 USA
Hatzoglou, Vaios
[3
]
Shukla-Dave, Amita
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h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Dept Med Phys, 1275 York Ave, New York, NY 10065 USA
Mem Sloan Kettering Canc Ctr, Dept Radiol, 1275 York Ave, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Dept Med Phys, 1275 York Ave, New York, NY 10065 USA
Shukla-Dave, Amita
[1
,3
]
机构:
[1] Mem Sloan Kettering Canc Ctr, Dept Med Phys, 1275 York Ave, New York, NY 10065 USA
[2] GE Healthcare, New York, NY USA
[3] Mem Sloan Kettering Canc Ctr, Dept Radiol, 1275 York Ave, New York, NY 10065 USA
Head and neck region;
diffusion-weighted MRI;
echo planar imaging;
eddy current;
magnetic field inhomogeneity;
geometrical distortion;
multiplexed sensitivity encoding;
reverse-polarity gradients;
SQUAMOUS-CELL CARCINOMA;
CHEMORADIATION THERAPY;
TREATMENT RESPONSE;
MRI;
COEFFICIENT;
DISTORTION;
DIFFERENTIATION;
PREDICTION;
BENIGN;
MOTION;
D O I:
10.18383/j.tom.2020.00014
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:
We aimed to compare the geometric distortion (GD) correction performance and apparent diffusion coefficient (ADC) measurements of single-shot diffusion-weighted echo-planar imaging (SS-DWEPI), multiplexed sensitivity encoding (MUSE)-DWEPI, and MUSE-DWEPI with reverse-polarity gradient (RPG) in phantoms and patients. We performed phantom studies at 3T magnetic resonance imaging (MRI) using the American College of Radiology phantom and Quantitative Imaging Biomarker Alliance DW-MRI ice-water phantom to assess GD and effect of distortion in the measurement of ADC, respectively. Institutional review board approved the prospective clinical component of this study. DW-MRI data were obtained from 11 patients with head and neck cancer using these three DW-MRI methods. Wilcoxon signed-rank (WSR) and Kruskal-Wallis (KW) tests were used to compare ADC values, and qualitative rating by radiologist between three DW-MRI methods. In the ACR phantom, GD of 0.17% was observed for the b = 0 s/mm(2) image of the MUSE-DWEPI with RPG method compared with that of 1.53% and 2.1% of MUSE-DWEPI and SS-DWEPI, respectively; The corresponding methods root-mean-square errors were 0.58, 3.37, and 5.07 mm. WSR and KW tests showed no significant difference in the ADC measurement between these three DW-MRI methods for both healthy masseter muscles and neoplasms (P>.05). We observed improvement in spatial accuracy for MUSE-DWEPI with RPG in the head and neck region with a higher correlation (R-2 = 0.791) compared with that for SS-DWEPI (R-2 = 0.707) and MUSE-DWEPI (R-2 = 0.745). MUSE-DWEPI with RPG significantly reduces the distortion compared with MUSE-DWEPI or conventional SS-DWEPI techniques, and the ADC values were similar.
机构:
Chinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Peking Union Med Coll, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Chen, Xinyuan
Zhang, Ye
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Peking Union Med Coll, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Zhang, Ye
Cao, Ying
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Peking Union Med Coll, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Cao, Ying
Sun, Rui
论文数: 0引用数: 0
h-index: 0
机构:
Anhui Prov Taihe Cty Peoples Hosp, Fuyang, Anhui, Peoples R ChinaChinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Sun, Rui
Huang, Peng
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h-index: 0
机构:
Chinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Peking Union Med Coll, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Huang, Peng
Xu, Yingjie
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Peking Union Med Coll, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Xu, Yingjie
Wang, Wenqing
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Peking Union Med Coll, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Wang, Wenqing
Feng, Qinfu
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Peking Union Med Coll, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Feng, Qinfu
Xiao, Jianping
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h-index: 0
机构:
Chinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Peking Union Med Coll, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Xiao, Jianping
Yi, Junlin
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h-index: 0
机构:
Chinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Peking Union Med Coll, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Yi, Junlin
Li, Yexiong
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h-index: 0
机构:
Chinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Peking Union Med Coll, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Li, Yexiong
Dai, Jianrong
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h-index: 0
机构:
Chinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Peking Union Med Coll, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
机构:
Univ Michigan, Dept Radiol, 1500 East Med Ctr Dr, Ann Arbor, MI 48109 USAUniv Michigan, Dept Radiol, 1500 East Med Ctr Dr, Ann Arbor, MI 48109 USA
Connolly, Michael
Srinivasan, Ashok
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Div Neuroradiol, Dept Radiol, 1500 East Med Ctr Dr, Ann Arbor, MI 48109 USAUniv Michigan, Dept Radiol, 1500 East Med Ctr Dr, Ann Arbor, MI 48109 USA
机构:
Chinese Acad Med Sci, Canc Inst & Hosp, Peking Union Med Coll, Dept Diagnost Radiol, Beijing 100730, Peoples R ChinaChinese Acad Med Sci, Canc Inst & Hosp, Peking Union Med Coll, Dept Diagnost Radiol, Beijing 100730, Peoples R China
Guo, Wei
Luo, Dehong
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Canc Inst & Hosp, Peking Union Med Coll, Dept Diagnost Radiol, Beijing 100730, Peoples R ChinaChinese Acad Med Sci, Canc Inst & Hosp, Peking Union Med Coll, Dept Diagnost Radiol, Beijing 100730, Peoples R China
Luo, Dehong
Lin, Meng
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Canc Inst & Hosp, Peking Union Med Coll, Dept Diagnost Radiol, Beijing 100730, Peoples R ChinaChinese Acad Med Sci, Canc Inst & Hosp, Peking Union Med Coll, Dept Diagnost Radiol, Beijing 100730, Peoples R China
Lin, Meng
Wu, Bing
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h-index: 0
机构:
Chinese Acad Med Sci, Canc Inst & Hosp, Peking Union Med Coll, Dept Diagnost Radiol, Beijing 100730, Peoples R ChinaChinese Acad Med Sci, Canc Inst & Hosp, Peking Union Med Coll, Dept Diagnost Radiol, Beijing 100730, Peoples R China
Wu, Bing
Li, Lin
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h-index: 0
机构:
Chinese Acad Med Sci, Canc Inst & Hosp, Peking Union Med Coll, Dept Diagnost Radiol, Beijing 100730, Peoples R ChinaChinese Acad Med Sci, Canc Inst & Hosp, Peking Union Med Coll, Dept Diagnost Radiol, Beijing 100730, Peoples R China
Li, Lin
Zhao, Yanfeng
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h-index: 0
机构:
Chinese Acad Med Sci, Canc Inst & Hosp, Peking Union Med Coll, Dept Diagnost Radiol, Beijing 100730, Peoples R ChinaChinese Acad Med Sci, Canc Inst & Hosp, Peking Union Med Coll, Dept Diagnost Radiol, Beijing 100730, Peoples R China
Zhao, Yanfeng
Yang, Liang
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h-index: 0
机构:
Chinese Acad Med Sci, Canc Inst & Hosp, Peking Union Med Coll, Dept Diagnost Radiol, Beijing 100730, Peoples R ChinaChinese Acad Med Sci, Canc Inst & Hosp, Peking Union Med Coll, Dept Diagnost Radiol, Beijing 100730, Peoples R China
Yang, Liang
Zhou, Chunwu
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h-index: 0
机构:
Chinese Acad Med Sci, Canc Inst & Hosp, Peking Union Med Coll, Dept Diagnost Radiol, Beijing 100730, Peoples R ChinaChinese Acad Med Sci, Canc Inst & Hosp, Peking Union Med Coll, Dept Diagnost Radiol, Beijing 100730, Peoples R China
机构:
Sapporo Med Univ, Sch Med, Dept Diagnost Radiol, Chuo Ku, Sapporo, Hokkaido 0608556, JapanSapporo Med Univ, Sch Med, Dept Diagnost Radiol, Chuo Ku, Sapporo, Hokkaido 0608556, Japan
Hatakenaka, Masamitsu
Nakamura, Katsumasa
论文数: 0引用数: 0
h-index: 0
机构:
Kyushu Univ, Grad Sch Med Sci, Dept Clin Radiol, Fukuoka 812, JapanSapporo Med Univ, Sch Med, Dept Diagnost Radiol, Chuo Ku, Sapporo, Hokkaido 0608556, Japan
Nakamura, Katsumasa
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机构:
Yabuuchi, Hidetake
Shioyama, Yoshiyuki
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h-index: 0
机构:
Kyushu Univ, Grad Sch Med Sci, Dept Heavy Particle Therapy & Radiat Oncol, Fukuoka 812, JapanSapporo Med Univ, Sch Med, Dept Diagnost Radiol, Chuo Ku, Sapporo, Hokkaido 0608556, Japan
Shioyama, Yoshiyuki
Matsuo, Yoshio
论文数: 0引用数: 0
h-index: 0
机构:
Kyushu Univ, Grad Sch Med Sci, Dept Clin Radiol, Fukuoka 812, JapanSapporo Med Univ, Sch Med, Dept Diagnost Radiol, Chuo Ku, Sapporo, Hokkaido 0608556, Japan
Matsuo, Yoshio
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Kamitani, Takeshi
Yonezawa, Masato
论文数: 0引用数: 0
h-index: 0
机构:
Kyushu Univ, Grad Sch Med Sci, Dept Clin Radiol, Fukuoka 812, JapanSapporo Med Univ, Sch Med, Dept Diagnost Radiol, Chuo Ku, Sapporo, Hokkaido 0608556, Japan
Yonezawa, Masato
Yoshiura, Takashi
论文数: 0引用数: 0
h-index: 0
机构:
Kyushu Univ, Grad Sch Med Sci, Dept Clin Radiol, Fukuoka 812, JapanSapporo Med Univ, Sch Med, Dept Diagnost Radiol, Chuo Ku, Sapporo, Hokkaido 0608556, Japan
Yoshiura, Takashi
Nakashima, Torahiko
论文数: 0引用数: 0
h-index: 0
机构:
Kyushu Univ, Grad Sch Med Sci, Dept Otorhinolaryngol, Fukuoka 812, JapanSapporo Med Univ, Sch Med, Dept Diagnost Radiol, Chuo Ku, Sapporo, Hokkaido 0608556, Japan
Nakashima, Torahiko
Mori, Mitsuru
论文数: 0引用数: 0
h-index: 0
机构:
Sapporo Med Univ, Sch Med, Dept Publ Hlth, Chuo Ku, Sapporo, Hokkaido 0608556, JapanSapporo Med Univ, Sch Med, Dept Diagnost Radiol, Chuo Ku, Sapporo, Hokkaido 0608556, Japan
Mori, Mitsuru
Honda, Hiroshi
论文数: 0引用数: 0
h-index: 0
机构:
Kyushu Univ, Grad Sch Med Sci, Dept Clin Radiol, Fukuoka 812, JapanSapporo Med Univ, Sch Med, Dept Diagnost Radiol, Chuo Ku, Sapporo, Hokkaido 0608556, Japan
机构:
German Canc Res Ctr, Heidelberg, Germany
German Canc Res Ctr, Dept Med Phys Radiol E020, Heidelberg, GermanyGerman Canc Res Ctr, Dept Radiol E010, Heidelberg, Germany
机构:
German Canc Res Ctr, Heidelberg, Germany
German Canc Res Ctr, Div Med & Biol Informat, Heidelberg, GermanyGerman Canc Res Ctr, Dept Radiol E010, Heidelberg, Germany
Maier-Hein, Klaus H.
Stieltjes, Bram
论文数: 0引用数: 0
h-index: 0
机构:
German Canc Res Ctr, Heidelberg, GermanyGerman Canc Res Ctr, Dept Radiol E010, Heidelberg, Germany
机构:
Univ Calif San Diego, Multimodal Imaging Lab, La Jolla, CA 92037 USA
Univ Calif San Diego, Dept Neurosci, La Jolla, CA 92037 USAUniv Calif San Diego, Multimodal Imaging Lab, La Jolla, CA 92037 USA
Holland, Dominic
Kuperman, Joshua M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Multimodal Imaging Lab, La Jolla, CA 92037 USA
Univ Calif San Diego, Dept Radiol, La Jolla, CA 92037 USAUniv Calif San Diego, Multimodal Imaging Lab, La Jolla, CA 92037 USA
Kuperman, Joshua M.
Dale, Anders M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Multimodal Imaging Lab, La Jolla, CA 92037 USA
Univ Calif San Diego, Dept Neurosci, La Jolla, CA 92037 USA
Univ Calif San Diego, Dept Radiol, La Jolla, CA 92037 USAUniv Calif San Diego, Multimodal Imaging Lab, La Jolla, CA 92037 USA
机构:
Chinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Peking Union Med Coll, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Chen, Xinyuan
Zhang, Ye
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Peking Union Med Coll, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Zhang, Ye
Cao, Ying
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Peking Union Med Coll, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Cao, Ying
Sun, Rui
论文数: 0引用数: 0
h-index: 0
机构:
Anhui Prov Taihe Cty Peoples Hosp, Fuyang, Anhui, Peoples R ChinaChinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Sun, Rui
Huang, Peng
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Peking Union Med Coll, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Huang, Peng
Xu, Yingjie
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Peking Union Med Coll, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Xu, Yingjie
Wang, Wenqing
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Peking Union Med Coll, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Wang, Wenqing
Feng, Qinfu
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Peking Union Med Coll, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Feng, Qinfu
Xiao, Jianping
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Peking Union Med Coll, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Xiao, Jianping
Yi, Junlin
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Peking Union Med Coll, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Yi, Junlin
Li, Yexiong
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Peking Union Med Coll, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Li, Yexiong
Dai, Jianrong
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
Peking Union Med Coll, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Natl Canc Ctr, Natl Clin Res Ctr Canc, Canc Hosp, Beijing 100021, Peoples R China
机构:
Univ Michigan, Dept Radiol, 1500 East Med Ctr Dr, Ann Arbor, MI 48109 USAUniv Michigan, Dept Radiol, 1500 East Med Ctr Dr, Ann Arbor, MI 48109 USA
Connolly, Michael
Srinivasan, Ashok
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Div Neuroradiol, Dept Radiol, 1500 East Med Ctr Dr, Ann Arbor, MI 48109 USAUniv Michigan, Dept Radiol, 1500 East Med Ctr Dr, Ann Arbor, MI 48109 USA
机构:
Chinese Acad Med Sci, Canc Inst & Hosp, Peking Union Med Coll, Dept Diagnost Radiol, Beijing 100730, Peoples R ChinaChinese Acad Med Sci, Canc Inst & Hosp, Peking Union Med Coll, Dept Diagnost Radiol, Beijing 100730, Peoples R China
Guo, Wei
Luo, Dehong
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Canc Inst & Hosp, Peking Union Med Coll, Dept Diagnost Radiol, Beijing 100730, Peoples R ChinaChinese Acad Med Sci, Canc Inst & Hosp, Peking Union Med Coll, Dept Diagnost Radiol, Beijing 100730, Peoples R China
Luo, Dehong
Lin, Meng
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Canc Inst & Hosp, Peking Union Med Coll, Dept Diagnost Radiol, Beijing 100730, Peoples R ChinaChinese Acad Med Sci, Canc Inst & Hosp, Peking Union Med Coll, Dept Diagnost Radiol, Beijing 100730, Peoples R China
Lin, Meng
Wu, Bing
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Canc Inst & Hosp, Peking Union Med Coll, Dept Diagnost Radiol, Beijing 100730, Peoples R ChinaChinese Acad Med Sci, Canc Inst & Hosp, Peking Union Med Coll, Dept Diagnost Radiol, Beijing 100730, Peoples R China
Wu, Bing
Li, Lin
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Canc Inst & Hosp, Peking Union Med Coll, Dept Diagnost Radiol, Beijing 100730, Peoples R ChinaChinese Acad Med Sci, Canc Inst & Hosp, Peking Union Med Coll, Dept Diagnost Radiol, Beijing 100730, Peoples R China
Li, Lin
Zhao, Yanfeng
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Canc Inst & Hosp, Peking Union Med Coll, Dept Diagnost Radiol, Beijing 100730, Peoples R ChinaChinese Acad Med Sci, Canc Inst & Hosp, Peking Union Med Coll, Dept Diagnost Radiol, Beijing 100730, Peoples R China
Zhao, Yanfeng
Yang, Liang
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Canc Inst & Hosp, Peking Union Med Coll, Dept Diagnost Radiol, Beijing 100730, Peoples R ChinaChinese Acad Med Sci, Canc Inst & Hosp, Peking Union Med Coll, Dept Diagnost Radiol, Beijing 100730, Peoples R China
Yang, Liang
Zhou, Chunwu
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Canc Inst & Hosp, Peking Union Med Coll, Dept Diagnost Radiol, Beijing 100730, Peoples R ChinaChinese Acad Med Sci, Canc Inst & Hosp, Peking Union Med Coll, Dept Diagnost Radiol, Beijing 100730, Peoples R China
机构:
Sapporo Med Univ, Sch Med, Dept Diagnost Radiol, Chuo Ku, Sapporo, Hokkaido 0608556, JapanSapporo Med Univ, Sch Med, Dept Diagnost Radiol, Chuo Ku, Sapporo, Hokkaido 0608556, Japan
Hatakenaka, Masamitsu
Nakamura, Katsumasa
论文数: 0引用数: 0
h-index: 0
机构:
Kyushu Univ, Grad Sch Med Sci, Dept Clin Radiol, Fukuoka 812, JapanSapporo Med Univ, Sch Med, Dept Diagnost Radiol, Chuo Ku, Sapporo, Hokkaido 0608556, Japan
Nakamura, Katsumasa
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机构:
Yabuuchi, Hidetake
Shioyama, Yoshiyuki
论文数: 0引用数: 0
h-index: 0
机构:
Kyushu Univ, Grad Sch Med Sci, Dept Heavy Particle Therapy & Radiat Oncol, Fukuoka 812, JapanSapporo Med Univ, Sch Med, Dept Diagnost Radiol, Chuo Ku, Sapporo, Hokkaido 0608556, Japan
Shioyama, Yoshiyuki
Matsuo, Yoshio
论文数: 0引用数: 0
h-index: 0
机构:
Kyushu Univ, Grad Sch Med Sci, Dept Clin Radiol, Fukuoka 812, JapanSapporo Med Univ, Sch Med, Dept Diagnost Radiol, Chuo Ku, Sapporo, Hokkaido 0608556, Japan
Matsuo, Yoshio
论文数: 引用数:
h-index:
机构:
Kamitani, Takeshi
Yonezawa, Masato
论文数: 0引用数: 0
h-index: 0
机构:
Kyushu Univ, Grad Sch Med Sci, Dept Clin Radiol, Fukuoka 812, JapanSapporo Med Univ, Sch Med, Dept Diagnost Radiol, Chuo Ku, Sapporo, Hokkaido 0608556, Japan
Yonezawa, Masato
Yoshiura, Takashi
论文数: 0引用数: 0
h-index: 0
机构:
Kyushu Univ, Grad Sch Med Sci, Dept Clin Radiol, Fukuoka 812, JapanSapporo Med Univ, Sch Med, Dept Diagnost Radiol, Chuo Ku, Sapporo, Hokkaido 0608556, Japan
Yoshiura, Takashi
Nakashima, Torahiko
论文数: 0引用数: 0
h-index: 0
机构:
Kyushu Univ, Grad Sch Med Sci, Dept Otorhinolaryngol, Fukuoka 812, JapanSapporo Med Univ, Sch Med, Dept Diagnost Radiol, Chuo Ku, Sapporo, Hokkaido 0608556, Japan
Nakashima, Torahiko
Mori, Mitsuru
论文数: 0引用数: 0
h-index: 0
机构:
Sapporo Med Univ, Sch Med, Dept Publ Hlth, Chuo Ku, Sapporo, Hokkaido 0608556, JapanSapporo Med Univ, Sch Med, Dept Diagnost Radiol, Chuo Ku, Sapporo, Hokkaido 0608556, Japan
Mori, Mitsuru
Honda, Hiroshi
论文数: 0引用数: 0
h-index: 0
机构:
Kyushu Univ, Grad Sch Med Sci, Dept Clin Radiol, Fukuoka 812, JapanSapporo Med Univ, Sch Med, Dept Diagnost Radiol, Chuo Ku, Sapporo, Hokkaido 0608556, Japan
机构:
German Canc Res Ctr, Heidelberg, Germany
German Canc Res Ctr, Dept Med Phys Radiol E020, Heidelberg, GermanyGerman Canc Res Ctr, Dept Radiol E010, Heidelberg, Germany
机构:
German Canc Res Ctr, Heidelberg, Germany
German Canc Res Ctr, Div Med & Biol Informat, Heidelberg, GermanyGerman Canc Res Ctr, Dept Radiol E010, Heidelberg, Germany
Maier-Hein, Klaus H.
Stieltjes, Bram
论文数: 0引用数: 0
h-index: 0
机构:
German Canc Res Ctr, Heidelberg, GermanyGerman Canc Res Ctr, Dept Radiol E010, Heidelberg, Germany
机构:
Univ Calif San Diego, Multimodal Imaging Lab, La Jolla, CA 92037 USA
Univ Calif San Diego, Dept Neurosci, La Jolla, CA 92037 USAUniv Calif San Diego, Multimodal Imaging Lab, La Jolla, CA 92037 USA
Holland, Dominic
Kuperman, Joshua M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Multimodal Imaging Lab, La Jolla, CA 92037 USA
Univ Calif San Diego, Dept Radiol, La Jolla, CA 92037 USAUniv Calif San Diego, Multimodal Imaging Lab, La Jolla, CA 92037 USA
Kuperman, Joshua M.
Dale, Anders M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Multimodal Imaging Lab, La Jolla, CA 92037 USA
Univ Calif San Diego, Dept Neurosci, La Jolla, CA 92037 USA
Univ Calif San Diego, Dept Radiol, La Jolla, CA 92037 USAUniv Calif San Diego, Multimodal Imaging Lab, La Jolla, CA 92037 USA