共 32 条
Time-Dependent Diffusion MRI for Quantitative Microstructural Mapping of Prostate Cancer
被引:65
作者:

Wu, Dan
论文数: 0 引用数: 0
h-index: 0
机构:
Zhejiang Univ, Coll Biomed Engn & Instrument Sci, Minist Educ, Key Lab Biomed Engn, Hangzhou, Peoples R China Zhejiang Univ, Coll Biomed Engn & Instrument Sci, Minist Educ, Key Lab Biomed Engn, Hangzhou, Peoples R China

Jiang, Kewen
论文数: 0 引用数: 0
h-index: 0
机构:
Nanjing Med Univ, Affiliated Hosp 1, Dept Radiol, Nanjing 210009, Peoples R China Zhejiang Univ, Coll Biomed Engn & Instrument Sci, Minist Educ, Key Lab Biomed Engn, Hangzhou, Peoples R China

Li, Hai
论文数: 0 引用数: 0
h-index: 0
机构:
Nanjing Med Univ, Affiliated Hosp 1, Dept Pathol, Nanjing 210009, Peoples R China
Nanjing Med Univ, Med Imaging Coll, AI Lab, Nanjing 210009, Peoples R China Zhejiang Univ, Coll Biomed Engn & Instrument Sci, Minist Educ, Key Lab Biomed Engn, Hangzhou, Peoples R China

Zhang, Zelin
论文数: 0 引用数: 0
h-index: 0
机构:
Zhejiang Univ, Coll Biomed Engn & Instrument Sci, Minist Educ, Key Lab Biomed Engn, Hangzhou, Peoples R China Zhejiang Univ, Coll Biomed Engn & Instrument Sci, Minist Educ, Key Lab Biomed Engn, Hangzhou, Peoples R China

Ba, Ruicheng
论文数: 0 引用数: 0
h-index: 0
机构:
Zhejiang Univ, Coll Biomed Engn & Instrument Sci, Minist Educ, Key Lab Biomed Engn, Hangzhou, Peoples R China Zhejiang Univ, Coll Biomed Engn & Instrument Sci, Minist Educ, Key Lab Biomed Engn, Hangzhou, Peoples R China

Zhang, Yi
论文数: 0 引用数: 0
h-index: 0
机构:
Zhejiang Univ, Coll Biomed Engn & Instrument Sci, Minist Educ, Key Lab Biomed Engn, Hangzhou, Peoples R China Zhejiang Univ, Coll Biomed Engn & Instrument Sci, Minist Educ, Key Lab Biomed Engn, Hangzhou, Peoples R China

Hsu, Yi-Cheng
论文数: 0 引用数: 0
h-index: 0
机构:
Siemens Healthcare, MR Collaborat, Shanghai, Peoples R China Zhejiang Univ, Coll Biomed Engn & Instrument Sci, Minist Educ, Key Lab Biomed Engn, Hangzhou, Peoples R China

Sun, Yi
论文数: 0 引用数: 0
h-index: 0
机构:
Siemens Healthcare, MR Collaborat, Shanghai, Peoples R China Zhejiang Univ, Coll Biomed Engn & Instrument Sci, Minist Educ, Key Lab Biomed Engn, Hangzhou, Peoples R China

Zhang, Yu-Dong
论文数: 0 引用数: 0
h-index: 0
机构:
Nanjing Med Univ, Affiliated Hosp 1, Dept Radiol, Nanjing 210009, Peoples R China Zhejiang Univ, Coll Biomed Engn & Instrument Sci, Minist Educ, Key Lab Biomed Engn, Hangzhou, Peoples R China
机构:
[1] Zhejiang Univ, Coll Biomed Engn & Instrument Sci, Minist Educ, Key Lab Biomed Engn, Hangzhou, Peoples R China
[2] Nanjing Med Univ, Affiliated Hosp 1, Dept Radiol, Nanjing 210009, Peoples R China
[3] Nanjing Med Univ, Affiliated Hosp 1, Dept Pathol, Nanjing 210009, Peoples R China
[4] Nanjing Med Univ, Med Imaging Coll, AI Lab, Nanjing 210009, Peoples R China
[5] Siemens Healthcare, MR Collaborat, Shanghai, Peoples R China
来源:
基金:
中国国家自然科学基金;
关键词:
RESTRICTED DIFFUSION;
CELL-SIZE;
PATHOLOGY;
TISSUE;
TUMORS;
D O I:
10.1148/radiol.211180
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:
Background: Recently developed time-dependent diffusion MRI has potential in characterizing cellular tissue microstructures; however, its value in imaging prostate cancer (PCa) remains unknown. Purpose: To investigate the feasibility of time-dependent diffusion MRI-based microstructural mapping for noninvasively characterizing cellular properties of PCa and for discriminating between clinically significant PCa and clinically insignificant disease. Materials and Methods: Men with a clinical suspicion of PCa were enrolled prospectively between October 2019 and August 2020. Time-dependent diffusion MRI data were acquired with pulsed and oscillating gradient diffusion MRI sequences at an equivalent diffusion time of 7.5-30 msec on a 3.0-T scanner. Time-dependent diffusion MRI-based microstructural parameters, including cell diameter, intracellular volume fraction, cellularity, and diffusivities, were estimated with a two-compartment model. These were compared for different International Society of Urological Pathology grade groups (GGs), and their performance in discriminating clinically significant PCa (GG > 1) from clinically insignificant disease (benign and GG 1) was determined with a linear discriminant analysis. The fitted microstructural parameters were validated by means of correlation with histopathologic measurements. Results: In the 48 enrolled men, the time-dependent diffusion MRI measurements showed that higher GG was correlated with higher intracellular volume fraction and higher cellularity (intracellular volume fraction = 0.22, 0.36, 0.34, 0.37, and 0.40 in GGs 1-5, respectively; P < .001 at one-way analysis of variance), while lower cell diameter was found at higher GGs (diameter = 23.4, 18.3, 19.2, 17.9, and 18.5 mm in GGs 1-5, respectively; P =.002). Among all measurements derived from time-dependent diffusion MRI, cellularity achieved the highest diagnostic performance, with an accuracy of 92% (44 of 48 participants) and area under the receiver operating characteristic curve of 0.96 (95% CI: 0.87, 0.99) in discriminating clinically significant PCa from clinically insignificant disease. Microstructural mapping was supported by positive correlations between time-dependent diffusion MRI-based and pathologic examination-based intracellular volume fraction (r = 0.83; P < .001). Conclusion: Time-dependent diffusion MRI-based microstructural mapping correlates with pathologic findings and demonstrates promise for characterizing prostate cancer. (C) RSNA, 2022
引用
收藏
页码:578 / 587
页数:10
相关论文
共 32 条
[21]
SANDI: A compartment -based model for non-invasive apparent soma and neurite imaging by diffusion MRI
[J].
Palombo, Marco
;
Ianus, Andrada
;
Guerreri, Michele
;
Nunes, Daniel
;
Alexander, Daniel C.
;
Shemesh, Noam
;
Zhang, Hui
.
NEUROIMAGE,
2020, 215

Palombo, Marco
论文数: 0 引用数: 0
h-index: 0
机构:
UCL, Ctr Med Image Comp, London, England
UCL, Dept Comp Sci, London, England UCL, Ctr Med Image Comp, London, England

Ianus, Andrada
论文数: 0 引用数: 0
h-index: 0
机构:
UCL, Ctr Med Image Comp, London, England
UCL, Dept Comp Sci, London, England
Champalimaud Ctr Unknown, Champalimaud Res, Lisbon, Portugal UCL, Ctr Med Image Comp, London, England

Guerreri, Michele
论文数: 0 引用数: 0
h-index: 0
机构:
UCL, Ctr Med Image Comp, London, England
UCL, Dept Comp Sci, London, England UCL, Ctr Med Image Comp, London, England

Nunes, Daniel
论文数: 0 引用数: 0
h-index: 0
机构:
Champalimaud Ctr Unknown, Champalimaud Res, Lisbon, Portugal UCL, Ctr Med Image Comp, London, England

Alexander, Daniel C.
论文数: 0 引用数: 0
h-index: 0
机构:
UCL, Ctr Med Image Comp, London, England
UCL, Dept Comp Sci, London, England UCL, Ctr Med Image Comp, London, England

Shemesh, Noam
论文数: 0 引用数: 0
h-index: 0
机构:
Champalimaud Ctr Unknown, Champalimaud Res, Lisbon, Portugal UCL, Ctr Med Image Comp, London, England

Zhang, Hui
论文数: 0 引用数: 0
h-index: 0
机构:
UCL, Ctr Med Image Comp, London, England
UCL, Dept Comp Sci, London, England UCL, Ctr Med Image Comp, London, England
[22]
Microstructural Characterization of Normal and Malignant Human Prostate Tissue With Vascular, Extracellular, and Restricted Diffusion for Cytometry in Tumours Magnetic Resonance Imaging
[J].
Panagiotaki, Eleftheria
;
Chan, Rachel W.
;
Dikaios, Nikolaos
;
Ahmed, Hashim U.
;
O'Callaghan, James
;
Freeman, Alex
;
Atkinson, David
;
Punwani, Shonit
;
Hawkes, David J.
;
Alexander, Daniel C.
.
INVESTIGATIVE RADIOLOGY,
2015, 50 (04)
:218-227

Panagiotaki, Eleftheria
论文数: 0 引用数: 0
h-index: 0
机构:
UCL, Ctr Med Image Comp, Univ Coll London Hosp NHS Fdn Trust UCLH, London WC1E 6BT, England UCL, Ctr Med Image Comp, Univ Coll London Hosp NHS Fdn Trust UCLH, London WC1E 6BT, England

Chan, Rachel W.
论文数: 0 引用数: 0
h-index: 0
机构:
UCL, Ctr Med Imaging, Univ Coll London Hosp NHS Fdn Trust UCLH, London WC1E 6BT, England UCL, Ctr Med Image Comp, Univ Coll London Hosp NHS Fdn Trust UCLH, London WC1E 6BT, England

Dikaios, Nikolaos
论文数: 0 引用数: 0
h-index: 0
机构:
UCL, Ctr Med Imaging, Univ Coll London Hosp NHS Fdn Trust UCLH, London WC1E 6BT, England UCL, Ctr Med Image Comp, Univ Coll London Hosp NHS Fdn Trust UCLH, London WC1E 6BT, England

Ahmed, Hashim U.
论文数: 0 引用数: 0
h-index: 0
机构:
UCL, Res Dept Urol, Univ Coll London Hosp NHS Fdn Trust UCLH, Div Surg & Intervent Sci, London WC1E 6BT, England UCL, Ctr Med Image Comp, Univ Coll London Hosp NHS Fdn Trust UCLH, London WC1E 6BT, England

O'Callaghan, James
论文数: 0 引用数: 0
h-index: 0
机构:
UCL, Dept Med Phys & Bioengn, Univ Coll London Hosp NHS Fdn Trust UCLH, London WC1E 6BT, England UCL, Ctr Med Image Comp, Univ Coll London Hosp NHS Fdn Trust UCLH, London WC1E 6BT, England

Freeman, Alex
论文数: 0 引用数: 0
h-index: 0
机构:
UCL, Dept Histopathol, Univ Coll London Hosp NHS Fdn Trust UCLH, London WC1E 6BT, England UCL, Ctr Med Image Comp, Univ Coll London Hosp NHS Fdn Trust UCLH, London WC1E 6BT, England

Atkinson, David
论文数: 0 引用数: 0
h-index: 0
机构:
UCL, Ctr Med Imaging, Univ Coll London Hosp NHS Fdn Trust UCLH, London WC1E 6BT, England UCL, Ctr Med Image Comp, Univ Coll London Hosp NHS Fdn Trust UCLH, London WC1E 6BT, England

Punwani, Shonit
论文数: 0 引用数: 0
h-index: 0
机构:
UCL, Ctr Med Imaging, Univ Coll London Hosp NHS Fdn Trust UCLH, London WC1E 6BT, England UCL, Ctr Med Image Comp, Univ Coll London Hosp NHS Fdn Trust UCLH, London WC1E 6BT, England

Hawkes, David J.
论文数: 0 引用数: 0
h-index: 0
机构:
UCL, Ctr Med Image Comp, Univ Coll London Hosp NHS Fdn Trust UCLH, London WC1E 6BT, England UCL, Ctr Med Image Comp, Univ Coll London Hosp NHS Fdn Trust UCLH, London WC1E 6BT, England

Alexander, Daniel C.
论文数: 0 引用数: 0
h-index: 0
机构:
UCL, Ctr Med Image Comp, Univ Coll London Hosp NHS Fdn Trust UCLH, London WC1E 6BT, England UCL, Ctr Med Image Comp, Univ Coll London Hosp NHS Fdn Trust UCLH, London WC1E 6BT, England
[23]
Pulsed and oscillating gradient MRI for assessment of cell size and extracellular space (POMACE) in mouse gliomas
[J].
Reynaud, Olivier
;
Winters, Kerryanne Veronica
;
Dung Minh Hoang
;
Wadghiri, Youssef Zaim
;
Novikov, Dmitry S.
;
Kim, Sungheon Gene
.
NMR IN BIOMEDICINE,
2016, 29 (10)
:1350-1363

Reynaud, Olivier
论文数: 0 引用数: 0
h-index: 0
机构:
Ctr Adv Imaging Innovat & Res, New York, NY 10016 USA
NYU, Sch Med, Dept Radiol, Bernard & Irene Schwartz Ctr Biomed Imaging, New York, NY USA Ctr Adv Imaging Innovat & Res, New York, NY 10016 USA

Winters, Kerryanne Veronica
论文数: 0 引用数: 0
h-index: 0
机构:
Ctr Adv Imaging Innovat & Res, New York, NY 10016 USA
NYU, Sch Med, Dept Radiol, Bernard & Irene Schwartz Ctr Biomed Imaging, New York, NY USA Ctr Adv Imaging Innovat & Res, New York, NY 10016 USA

Dung Minh Hoang
论文数: 0 引用数: 0
h-index: 0
机构:
Ctr Adv Imaging Innovat & Res, New York, NY 10016 USA
NYU, Sch Med, Dept Radiol, Bernard & Irene Schwartz Ctr Biomed Imaging, New York, NY USA Ctr Adv Imaging Innovat & Res, New York, NY 10016 USA

Wadghiri, Youssef Zaim
论文数: 0 引用数: 0
h-index: 0
机构:
Ctr Adv Imaging Innovat & Res, New York, NY 10016 USA
NYU, Sch Med, Dept Radiol, Bernard & Irene Schwartz Ctr Biomed Imaging, New York, NY USA Ctr Adv Imaging Innovat & Res, New York, NY 10016 USA

Novikov, Dmitry S.
论文数: 0 引用数: 0
h-index: 0
机构:
Ctr Adv Imaging Innovat & Res, New York, NY 10016 USA
NYU, Sch Med, Dept Radiol, Bernard & Irene Schwartz Ctr Biomed Imaging, New York, NY USA Ctr Adv Imaging Innovat & Res, New York, NY 10016 USA

Kim, Sungheon Gene
论文数: 0 引用数: 0
h-index: 0
机构:
Ctr Adv Imaging Innovat & Res, New York, NY 10016 USA
NYU, Sch Med, Dept Radiol, Bernard & Irene Schwartz Ctr Biomed Imaging, New York, NY USA Ctr Adv Imaging Innovat & Res, New York, NY 10016 USA
[24]
Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries
[J].
Sung, Hyuna
;
Ferlay, Jacques
;
Siegel, Rebecca L.
;
Laversanne, Mathieu
;
Soerjomataram, Isabelle
;
Jemal, Ahmedin
;
Bray, Freddie
.
CA-A CANCER JOURNAL FOR CLINICIANS,
2021, 71 (03)
:209-249

Sung, Hyuna
论文数: 0 引用数: 0
h-index: 0
机构:
Amer Canc Soc, Surveillance & Hlth Equ Sci, Atlanta, GA 30329 USA Amer Canc Soc, Surveillance & Hlth Equ Sci, Atlanta, GA 30329 USA

Ferlay, Jacques
论文数: 0 引用数: 0
h-index: 0
机构:
Int Agcy Res Canc, Sect Canc Surveillance, 150 Cours Albert Thomas, F-69372 Lyon 08, France Amer Canc Soc, Surveillance & Hlth Equ Sci, Atlanta, GA 30329 USA

Siegel, Rebecca L.
论文数: 0 引用数: 0
h-index: 0
机构:
Amer Canc Soc, Surveillance & Hlth Equ Sci, Atlanta, GA 30329 USA Amer Canc Soc, Surveillance & Hlth Equ Sci, Atlanta, GA 30329 USA

Laversanne, Mathieu
论文数: 0 引用数: 0
h-index: 0
机构:
Int Agcy Res Canc, Sect Canc Surveillance, 150 Cours Albert Thomas, F-69372 Lyon 08, France Amer Canc Soc, Surveillance & Hlth Equ Sci, Atlanta, GA 30329 USA

Soerjomataram, Isabelle
论文数: 0 引用数: 0
h-index: 0
机构:
Int Agcy Res Canc, Sect Canc Surveillance, 150 Cours Albert Thomas, F-69372 Lyon 08, France Amer Canc Soc, Surveillance & Hlth Equ Sci, Atlanta, GA 30329 USA

Jemal, Ahmedin
论文数: 0 引用数: 0
h-index: 0
机构:
Amer Canc Soc, Surveillance & Hlth Equ Sci, Atlanta, GA 30329 USA Amer Canc Soc, Surveillance & Hlth Equ Sci, Atlanta, GA 30329 USA

Bray, Freddie
论文数: 0 引用数: 0
h-index: 0
机构:
Int Agcy Res Canc, Sect Canc Surveillance, 150 Cours Albert Thomas, F-69372 Lyon 08, France Amer Canc Soc, Surveillance & Hlth Equ Sci, Atlanta, GA 30329 USA
[25]
COMPARING INDIVIDUAL MEANS IN THE ANALYSIS OF VARIANCE
[J].
TUKEY, JW
.
BIOMETRICS,
1949, 5 (02)
:99-114

TUKEY, JW
论文数: 0 引用数: 0
h-index: 0
[26]
In Vivo Investigation of Restricted Diffusion in the Human Brain with Optimized Oscillating Diffusion Gradient Encoding
[J].
Van, Anh T.
;
Holdsworth, Samantha J.
;
Bammer, Roland
.
MAGNETIC RESONANCE IN MEDICINE,
2014, 71 (01)
:83-94

Van, Anh T.
论文数: 0 引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Radiol, Ctr Quantitat Neuroimaging, Stanford, CA 94305 USA Stanford Univ, Dept Radiol, Ctr Quantitat Neuroimaging, Stanford, CA 94305 USA

Holdsworth, Samantha J.
论文数: 0 引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Radiol, Ctr Quantitat Neuroimaging, Stanford, CA 94305 USA Stanford Univ, Dept Radiol, Ctr Quantitat Neuroimaging, Stanford, CA 94305 USA

Bammer, Roland
论文数: 0 引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Radiol, Ctr Quantitat Neuroimaging, Stanford, CA 94305 USA Stanford Univ, Dept Radiol, Ctr Quantitat Neuroimaging, Stanford, CA 94305 USA
[27]
Diffusion-prepared 3D gradient spin-echo sequence for improved oscillating gradient diffusion MRI
[J].
Wu, Dan
;
Liu, Dapeng
;
Hsu, Yi-Cheng
;
Li, Haotian
;
Sun, Yi
;
Qin, Qin
;
Zhang, Yi
.
MAGNETIC RESONANCE IN MEDICINE,
2021, 85 (01)
:92-102

Wu, Dan
论文数: 0 引用数: 0
h-index: 0
机构:
Zhejiang Univ, Coll Biomed Engn & Instrument Sci, Key Lab Biomed Engn, Minist Educ, Room 525,Zhou Yiqing Bldg,Yuquan Campus, Hangzhou 310027, Zhejiang, Peoples R China Zhejiang Univ, Coll Biomed Engn & Instrument Sci, Key Lab Biomed Engn, Minist Educ, Room 525,Zhou Yiqing Bldg,Yuquan Campus, Hangzhou 310027, Zhejiang, Peoples R China

Liu, Dapeng
论文数: 0 引用数: 0
h-index: 0
机构:
Johns Hopkins Univ, Sch Med, Russell H Morgan Dept Radiol & Radiol Sci, Div MR Res, Baltimore, MD USA
Kennedy Krieger Inst, FM Kirby Res Csenter Funct Brain Imaging, Baltimore, MD USA Zhejiang Univ, Coll Biomed Engn & Instrument Sci, Key Lab Biomed Engn, Minist Educ, Room 525,Zhou Yiqing Bldg,Yuquan Campus, Hangzhou 310027, Zhejiang, Peoples R China

Hsu, Yi-Cheng
论文数: 0 引用数: 0
h-index: 0
机构:
Siemens Healthcare China, MR Collaborat, Shanghai, Peoples R China Zhejiang Univ, Coll Biomed Engn & Instrument Sci, Key Lab Biomed Engn, Minist Educ, Room 525,Zhou Yiqing Bldg,Yuquan Campus, Hangzhou 310027, Zhejiang, Peoples R China

Li, Haotian
论文数: 0 引用数: 0
h-index: 0
机构:
Zhejiang Univ, Coll Biomed Engn & Instrument Sci, Key Lab Biomed Engn, Minist Educ, Room 525,Zhou Yiqing Bldg,Yuquan Campus, Hangzhou 310027, Zhejiang, Peoples R China Zhejiang Univ, Coll Biomed Engn & Instrument Sci, Key Lab Biomed Engn, Minist Educ, Room 525,Zhou Yiqing Bldg,Yuquan Campus, Hangzhou 310027, Zhejiang, Peoples R China

Sun, Yi
论文数: 0 引用数: 0
h-index: 0
机构:
Siemens Healthcare China, MR Collaborat, Shanghai, Peoples R China Zhejiang Univ, Coll Biomed Engn & Instrument Sci, Key Lab Biomed Engn, Minist Educ, Room 525,Zhou Yiqing Bldg,Yuquan Campus, Hangzhou 310027, Zhejiang, Peoples R China

Qin, Qin
论文数: 0 引用数: 0
h-index: 0
机构:
Johns Hopkins Univ, Sch Med, Russell H Morgan Dept Radiol & Radiol Sci, Div MR Res, Baltimore, MD USA
Kennedy Krieger Inst, FM Kirby Res Csenter Funct Brain Imaging, Baltimore, MD USA Zhejiang Univ, Coll Biomed Engn & Instrument Sci, Key Lab Biomed Engn, Minist Educ, Room 525,Zhou Yiqing Bldg,Yuquan Campus, Hangzhou 310027, Zhejiang, Peoples R China

Zhang, Yi
论文数: 0 引用数: 0
h-index: 0
机构:
Zhejiang Univ, Coll Biomed Engn & Instrument Sci, Key Lab Biomed Engn, Minist Educ, Room 525,Zhou Yiqing Bldg,Yuquan Campus, Hangzhou 310027, Zhejiang, Peoples R China
Zhejiang Univ, Dept Neurol, Affiliated Hosp 1, Sch Med, Hangzhou, Zhejiang, Peoples R China Zhejiang Univ, Coll Biomed Engn & Instrument Sci, Key Lab Biomed Engn, Minist Educ, Room 525,Zhou Yiqing Bldg,Yuquan Campus, Hangzhou 310027, Zhejiang, Peoples R China
[28]
Probing neural tissues at small scales: Recent progress of oscillating gradient spin echo (OGSE) neuroimaging in humans
[J].
Xu, Junzhong
.
JOURNAL OF NEUROSCIENCE METHODS,
2021, 349

Xu, Junzhong
论文数: 0 引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Med Ctr, Inst Imaging Sci, 1161 21st Ave South,AA 1105 MCN, Nashville, TN 37232 USA
Vanderbilt Univ, Med Ctr, Dept Radiol & Radiol Sci, Nashville, TN 37232 USA
Vanderbilt Univ, Dept Biomed Engn, Nashville, TN 37232 USA
Vanderbilt Univ, Dept Phys & Astron, Nashville, TN 37232 USA Vanderbilt Univ, Med Ctr, Inst Imaging Sci, 1161 21st Ave South,AA 1105 MCN, Nashville, TN 37232 USA
[29]
Magnetic resonance imaging of mean cell size in human breast tumors
[J].
Xu, Junzhong
;
Jiang, Xiaoyu
;
Li, Hua
;
Arlinghaus, Lori R.
;
McKinley, Eliot T.
;
Devan, Sean P.
;
Hardy, Benjamin M.
;
Xie, Jingping
;
Kang, Hakmook
;
Chakravarthy, A. Bapsi
;
Gore, John C.
.
MAGNETIC RESONANCE IN MEDICINE,
2020, 83 (06)
:2002-2014

Xu, Junzhong
论文数: 0 引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Med Ctr, Inst Imaging Sci, 1161 21st Ave South,AAA 3113 MCN, Nashville, TN 37232 USA
Vanderbilt Univ, Dept Radiol & Radiol Sci, Med Ctr, Nashville, TN 37232 USA
Vanderbilt Univ, Dept Biomed Engn, Nashville, TN 37232 USA
Vanderbilt Univ, Dept Phys & Astron, Nashville, TN 37232 USA Vanderbilt Univ, Med Ctr, Inst Imaging Sci, 1161 21st Ave South,AAA 3113 MCN, Nashville, TN 37232 USA

Jiang, Xiaoyu
论文数: 0 引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Med Ctr, Inst Imaging Sci, 1161 21st Ave South,AAA 3113 MCN, Nashville, TN 37232 USA
Vanderbilt Univ, Dept Radiol & Radiol Sci, Med Ctr, Nashville, TN 37232 USA Vanderbilt Univ, Med Ctr, Inst Imaging Sci, 1161 21st Ave South,AAA 3113 MCN, Nashville, TN 37232 USA

Li, Hua
论文数: 0 引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Med Ctr, Inst Imaging Sci, 1161 21st Ave South,AAA 3113 MCN, Nashville, TN 37232 USA
Vanderbilt Univ, Dept Radiol & Radiol Sci, Med Ctr, Nashville, TN 37232 USA Vanderbilt Univ, Med Ctr, Inst Imaging Sci, 1161 21st Ave South,AAA 3113 MCN, Nashville, TN 37232 USA

Arlinghaus, Lori R.
论文数: 0 引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Med Ctr, Inst Imaging Sci, 1161 21st Ave South,AAA 3113 MCN, Nashville, TN 37232 USA Vanderbilt Univ, Med Ctr, Inst Imaging Sci, 1161 21st Ave South,AAA 3113 MCN, Nashville, TN 37232 USA

McKinley, Eliot T.
论文数: 0 引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Med Ctr, Dept Med, Nashville, TN 37232 USA Vanderbilt Univ, Med Ctr, Inst Imaging Sci, 1161 21st Ave South,AAA 3113 MCN, Nashville, TN 37232 USA

Devan, Sean P.
论文数: 0 引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Med Ctr, Inst Imaging Sci, 1161 21st Ave South,AAA 3113 MCN, Nashville, TN 37232 USA Vanderbilt Univ, Med Ctr, Inst Imaging Sci, 1161 21st Ave South,AAA 3113 MCN, Nashville, TN 37232 USA

Hardy, Benjamin M.
论文数: 0 引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Med Ctr, Inst Imaging Sci, 1161 21st Ave South,AAA 3113 MCN, Nashville, TN 37232 USA
Vanderbilt Univ, Dept Phys & Astron, Nashville, TN 37232 USA Vanderbilt Univ, Med Ctr, Inst Imaging Sci, 1161 21st Ave South,AAA 3113 MCN, Nashville, TN 37232 USA

Xie, Jingping
论文数: 0 引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Med Ctr, Inst Imaging Sci, 1161 21st Ave South,AAA 3113 MCN, Nashville, TN 37232 USA Vanderbilt Univ, Med Ctr, Inst Imaging Sci, 1161 21st Ave South,AAA 3113 MCN, Nashville, TN 37232 USA

Kang, Hakmook
论文数: 0 引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Dept Biostat, Med Ctr, Nashville, TN 37232 USA Vanderbilt Univ, Med Ctr, Inst Imaging Sci, 1161 21st Ave South,AAA 3113 MCN, Nashville, TN 37232 USA

Chakravarthy, A. Bapsi
论文数: 0 引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Dept Radiat Oncol, Med Ctr, Nashville, TN 37232 USA Vanderbilt Univ, Med Ctr, Inst Imaging Sci, 1161 21st Ave South,AAA 3113 MCN, Nashville, TN 37232 USA

Gore, John C.
论文数: 0 引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Med Ctr, Inst Imaging Sci, 1161 21st Ave South,AAA 3113 MCN, Nashville, TN 37232 USA
Vanderbilt Univ, Dept Radiol & Radiol Sci, Med Ctr, Nashville, TN 37232 USA
Vanderbilt Univ, Dept Biomed Engn, Nashville, TN 37232 USA
Vanderbilt Univ, Dept Phys & Astron, Nashville, TN 37232 USA Vanderbilt Univ, Med Ctr, Inst Imaging Sci, 1161 21st Ave South,AAA 3113 MCN, Nashville, TN 37232 USA
[30]
Characterizing Tumor Response to Chemotherapy at Various Length Scales Using Temporal Diffusion Spectroscopy
[J].
Xu, Junzhong
;
Li, Ke
;
Smith, R. Adam
;
Waterton, John C.
;
Zhao, Ping
;
Chen, Heidi
;
Does, Mark D.
;
Manning, H. Charles
;
Gore, John C.
.
PLOS ONE,
2012, 7 (07)

Xu, Junzhong
论文数: 0 引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Inst Imaging Sci, Nashville, TN 37203 USA
Vanderbilt Univ, Dept Radiol & Radiol Sci, Nashville, TN USA Vanderbilt Univ, Inst Imaging Sci, Nashville, TN 37203 USA

Li, Ke
论文数: 0 引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Inst Imaging Sci, Nashville, TN 37203 USA
Vanderbilt Univ, Dept Radiol & Radiol Sci, Nashville, TN USA Vanderbilt Univ, Inst Imaging Sci, Nashville, TN 37203 USA

Smith, R. Adam
论文数: 0 引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Inst Imaging Sci, Nashville, TN 37203 USA
Vanderbilt Univ, Dept Radiol & Radiol Sci, Nashville, TN USA Vanderbilt Univ, Inst Imaging Sci, Nashville, TN 37203 USA

Waterton, John C.
论文数: 0 引用数: 0
h-index: 0
机构:
AstraZeneca, Alderley Pk, Cheshire, England Vanderbilt Univ, Inst Imaging Sci, Nashville, TN 37203 USA

Zhao, Ping
论文数: 0 引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Inst Imaging Sci, Nashville, TN 37203 USA
Vanderbilt Univ, Dept Radiol & Radiol Sci, Nashville, TN USA Vanderbilt Univ, Inst Imaging Sci, Nashville, TN 37203 USA

Chen, Heidi
论文数: 0 引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Dept Biostat, Nashville, TN USA Vanderbilt Univ, Inst Imaging Sci, Nashville, TN 37203 USA

Does, Mark D.
论文数: 0 引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Inst Imaging Sci, Nashville, TN 37203 USA
Vanderbilt Univ, Dept Radiol & Radiol Sci, Nashville, TN USA
Vanderbilt Univ, Dept Biomed Engn, Nashville, TN 37235 USA Vanderbilt Univ, Inst Imaging Sci, Nashville, TN 37203 USA

Manning, H. Charles
论文数: 0 引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Inst Imaging Sci, Nashville, TN 37203 USA
Vanderbilt Univ, Dept Radiol & Radiol Sci, Nashville, TN USA Vanderbilt Univ, Inst Imaging Sci, Nashville, TN 37203 USA

Gore, John C.
论文数: 0 引用数: 0
h-index: 0
机构:
Vanderbilt Univ, Inst Imaging Sci, Nashville, TN 37203 USA
Vanderbilt Univ, Dept Radiol & Radiol Sci, Nashville, TN USA
Vanderbilt Univ, Dept Biomed Engn, Nashville, TN 37235 USA
Vanderbilt Univ, Dept Mol Physiol & Biophys, Nashville, TN 37232 USA Vanderbilt Univ, Inst Imaging Sci, Nashville, TN 37203 USA