Diffusion-Weighted Imaging of the Abdomen: Correction for Gradient Nonlinearity Bias in Apparent Diffusion Coefficient
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作者:
Wang, Jian
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Naval Med Univ, Changhai Hosp Shanghai, Dept Radiol, Shanghai, Peoples R ChinaNaval Med Univ, Changhai Hosp Shanghai, Dept Radiol, Shanghai, Peoples R China
Wang, Jian
[1
]
Ma, Chao
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Naval Med Univ, Changhai Hosp Shanghai, Dept Radiol, Shanghai, Peoples R China
Tongji Univ, Coll Elect & Informat Engn, Shanghai, Peoples R ChinaNaval Med Univ, Changhai Hosp Shanghai, Dept Radiol, Shanghai, Peoples R China
Ma, Chao
[1
,2
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Yang, Panpan
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Naval Med Univ, Changhai Hosp Shanghai, Dept Radiol, Shanghai, Peoples R ChinaNaval Med Univ, Changhai Hosp Shanghai, Dept Radiol, Shanghai, Peoples R China
Yang, Panpan
[1
]
Wang, Zhen
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Naval Med Univ, Changhai Hosp Shanghai, Dept Radiol, Shanghai, Peoples R ChinaNaval Med Univ, Changhai Hosp Shanghai, Dept Radiol, Shanghai, Peoples R China
Wang, Zhen
[1
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Chen, Yufei
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机构:Naval Med Univ, Changhai Hosp Shanghai, Dept Radiol, Shanghai, Peoples R China
Chen, Yufei
Bian, Yun
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Naval Med Univ, Changhai Hosp Shanghai, Dept Radiol, Shanghai, Peoples R ChinaNaval Med Univ, Changhai Hosp Shanghai, Dept Radiol, Shanghai, Peoples R China
Bian, Yun
[1
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Shao, Chengwei
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Naval Med Univ, Changhai Hosp Shanghai, Dept Radiol, Shanghai, Peoples R ChinaNaval Med Univ, Changhai Hosp Shanghai, Dept Radiol, Shanghai, Peoples R China
Shao, Chengwei
[1
]
Lu, Jianping
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Naval Med Univ, Changhai Hosp Shanghai, Dept Radiol, Shanghai, Peoples R ChinaNaval Med Univ, Changhai Hosp Shanghai, Dept Radiol, Shanghai, Peoples R China
Lu, Jianping
[1
]
机构:
[1] Naval Med Univ, Changhai Hosp Shanghai, Dept Radiol, Shanghai, Peoples R China
[2] Tongji Univ, Coll Elect & Informat Engn, Shanghai, Peoples R China
Background Gradient nonlinearity (GNL) introduces spatial nonuniformity bias in apparent diffusion coefficient (ADC) measurements, especially at large offsets from the magnet isocenter. Purpose To investigate the effects of GNL in abdominal ADC measurements and to develop an ADC bias correction procedure. Study Type Retrospective. Phantom/Population Two homemade ultrapure water phantoms/25 patients with histologically confirmed pancreatic ductal adenocarcinoma (PDAC). Field Strength/Sequence A 3.0 T/diffusion-weighted imaging (DWI) with single-shot echo-planar imaging sequence. Assessment ADC bias was computed in the three orthogonal directions at different offset locations. The spatial-dependent correctors of ADC bias were generated from the ADCs of phantom 1. The ADCs were estimated before and after corrections for the phantom 1 with both the proposed approach and the theoretical GNL correction method. For the patients, ADCs were measured in abdominal tissues including left and right liver lobes, PDAC, spleen, bilateral kidneys, and bilateral paraspinal muscles. Statistical Test Friedman tests and Wilcoxon tests. Results The ADC bias measured by phantom 1 was 9.7% and 12.6% higher in the right-left and anterior-posterior directions and 9.2% lower in the superior-inferior direction at the 150 mm offsets from the magnetic isocenter. The corrected vs. the uncorrected ADCs measurements (median: 2.20 x 10(-3) mm(2)/sec for both the proposed method and the theoretical GNL method vs. 2.31 x 10(-3) mm(2)/sec, respectively) and their relative ADC errors (0.014, 0.016, and 0.054, respectively) were lower in the phantom 1. The relative ADC errors substantially decreased after correction in the phantom 2 (median: 0.048 and -0.008, respectively). The ADCs of all the abdominal tissues were lower after correction except for the left liver lobes (P = 0.13). Data Conclusion GNL bias in abdominal ADC can be measured by a DWI phantom. The proposed correction procedure was successfully applied for the bias correction in abdominal ADC. Evidence Level 3. Technical Efficacy Stage 1.
机构:
Northwestern Univ, Dept Radiol, Chicago, IL 60611 USA
Univ Illinois, Dept Biomed Engn, Chicago, IL 60607 USA
Univ Illinois, Res Resource Ctr, Chicago, IL 60607 USANorthwestern Univ, Dept Radiol, Chicago, IL 60611 USA
Li, Weiguo
Mouli, Samdeep K.
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Northwestern Univ, Dept Radiol, Chicago, IL 60611 USANorthwestern Univ, Dept Radiol, Chicago, IL 60611 USA
机构:
Univ Michigan, Dept Radiol, 1500 E Med Ctr, Ann Arbor, MI 48109 USAUniv Michigan, Dept Radiol, 1500 E Med Ctr, Ann Arbor, MI 48109 USA
Malyarenko, Dariya I.
Wilmes, Lisa J.
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Univ Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA 94143 USAUniv Michigan, Dept Radiol, 1500 E Med Ctr, Ann Arbor, MI 48109 USA
Wilmes, Lisa J.
Arlinghaus, Lori R.
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Vanderbilt Univ, Med Ctr, Inst Imaging Sci, Nashville, TN USAUniv Michigan, Dept Radiol, 1500 E Med Ctr, Ann Arbor, MI 48109 USA
Arlinghaus, Lori R.
Jacobs, Michael A.
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Johns Hopkins Univ, Sch Med, Russel H Morgan Dept Radiol & Radiol Sci, Baltimore, MD USAUniv Michigan, Dept Radiol, 1500 E Med Ctr, Ann Arbor, MI 48109 USA
Jacobs, Michael A.
Huang, Wei
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Oregon Hlth & Sci Univ, Adv Imaging Res Ctr, Portland, OR 97201 USAUniv Michigan, Dept Radiol, 1500 E Med Ctr, Ann Arbor, MI 48109 USA
Huang, Wei
Helmer, Karl G.
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Massachusetts Gen Hosp, Athinoula A Martinos Ctr Biomed Imaging, Charlestown, MA USAUniv Michigan, Dept Radiol, 1500 E Med Ctr, Ann Arbor, MI 48109 USA
Helmer, Karl G.
Taouli, Bachir
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Icahn Sch Med Mt Sinai, Translat & Mol Imaging Inst, New York, NY 10029 USAUniv Michigan, Dept Radiol, 1500 E Med Ctr, Ann Arbor, MI 48109 USA
Taouli, Bachir
Yankeelov, Thomas E.
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Univ Texas Austin, Dept Biomed Engn, Austin, TX 78712 USAUniv Michigan, Dept Radiol, 1500 E Med Ctr, Ann Arbor, MI 48109 USA
Yankeelov, Thomas E.
Newitt, David
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Univ Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA 94143 USAUniv Michigan, Dept Radiol, 1500 E Med Ctr, Ann Arbor, MI 48109 USA
Newitt, David
Chenevert, Thomas L.
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Univ Michigan, Dept Radiol, 1500 E Med Ctr, Ann Arbor, MI 48109 USAUniv Michigan, Dept Radiol, 1500 E Med Ctr, Ann Arbor, MI 48109 USA