Evaluation of Image Registration in Subtracted 3D Dynamic Contrast-Enhanced MRI of Treated Hepatocellular Carcinoma

被引:14
作者
Sundarakumar, Dinesh K. [1 ]
Wilson, Gregory J. [1 ]
Osman, Sherif F. [1 ]
Zaidi, Sadaf F. [1 ]
Maki, Jeffrey H. [1 ]
机构
[1] Univ Washington, Dept Radiol, Seattle, WA 98195 USA
关键词
contrast agents; hepatocellular carcinoma; image registration; liver; MRI; registration; LIVER-TUMORS; RESPIRATION; ABLATION; MOTION;
D O I
10.2214/AJR.13.12417
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
OBJECTIVE. The objective of our study was to quantify hepatic displacement between breath-holds in multiphasic contrast-enhanced MRI and assess the value of a 3D registration algorithm for displacement correction on subtracted images. MATERIALS AND METHODS. For this retrospective analysis, we evaluated MR images of 25 cirrhotic patients with treated hepatocellular carcinoma (HCC) and at least one coexisting small hepatic cyst that was hypointense on T1-weighted imaging. With the use of an automated 3D deformable registration algorithm, registered base and subtraction images were created using portal venous phase images as the baseline images. The relative displacement of the cysts over the dynamic phases was used to estimate hepatic displacement before and after registration. The width of the subtraction band artifact, HCC lesion conspicuity, and overall subtraction artifact level (i.e., image quality of the entire volume) of the subtraction images were evaluated before and after registration on a 5-point scale (1 = nondiagnostic, 5 = excellent image quality) by two blinded radiologists. Hepatic displacement and subtraction band artifact results were analyzed using the paired Student t test, and the results for HCC lesion conspicuity and image quality of the volume results were analyzed using the Wilcoxon signed rank test. Interobserver agreement was assessed using kappa statistics. RESULTS. The average total cyst displacement on unenhanced, arterial, and delayed phase images was significantly reduced by registration from 4.0, 3.2, and 4.6 mm, respectively, on preregistered images to 2.4, 1.6, and 1.3 mm on postregistered images (p < 0.01). The mean HCC lesion conspicuity grade improved from 3.4 before registration to 4.4 after registration (p < 0.01), and the mean grade for image quality of the volume improved from 3.3 before registration to 4.6 after registration (p < 0.01). The average width of the subtraction band artifact decreased from 5.3 mm before registration to 2.4 mm after registration, from 6.1 mm before registration to 2.6 mm after registration, and from 5.2 mm before registration to 2.8 mm after registration for the arterial, portal venous, and delayed phase subtractions, respectively (p < 0.01). CONCLUSION. Automated registration of the liver in multiphasic MRI examinations reduced interphasic hepatic displacement, improved the conspicuity of the treated HCC lesion, and improved the overall subtraction image quality.
引用
收藏
页码:287 / 296
页数:10
相关论文
共 14 条
  • [1] Clifford Mark A, 2002, Comput Aided Surg, V7, P291, DOI 10.1002/igs.10049
  • [2] Dual-Echo Dixon Imaging with Flexible Choice of Echo Times
    Eggers, Holger
    Brendel, Bernhard
    Duijndam, Adri
    Herigault, Gwenael
    [J]. MAGNETIC RESONANCE IN MEDICINE, 2011, 65 (01) : 96 - 107
  • [3] Diagnosis of hepatic nodules 20 mm or smaller in cirrhosis:: Prospective validation of the noninvasive diagnostic criteria for hepatocellular carcinoma
    Forner, Alejandro
    Vilana, Ramon
    Ayuso, Carmen
    Bianchi, Lluis
    Sole, Manel
    Ayuso, Juan Ramon
    Boix, Loreto
    Sala, Margarita
    Varela, Maria
    Llovet, Josep M.
    Bru, Concepcio
    Bruix, Jordi
    [J]. HEPATOLOGY, 2008, 47 (01) : 97 - 104
  • [4] Impact of whole-body imaging on treatment decision to radio-frequency ablation in patients with malignant liver tumors:: comparison of [18F]fluorodeoxyglucose-PET/computed tomography, PET and computed tomography
    Kuehl, Hilmar
    Rosenbaum-Krumme, Sandra
    Veit-Haibach, Patrick
    Stergar, Hrvoje
    Forsting, Michael
    Bockisch, Andreas
    Antoch, Gerald
    [J]. NUCLEAR MEDICINE COMMUNICATIONS, 2008, 29 (07) : 599 - 606
  • [5] Registration of dynamic contrast-enhanced MRI using a progressive principal component registration (PPCR)
    Melbourne, A.
    Atkinson, D.
    White, M. J.
    Collins, D.
    Leach, M.
    Hawkes, D.
    [J]. PHYSICS IN MEDICINE AND BIOLOGY, 2007, 52 (17) : 5147 - 5156
  • [6] Melbourne A, 2008, LECT NOTES COMPUT SC, V5242, P948, DOI 10.1007/978-3-540-85990-1_114
  • [7] LI-RADS: A Case-based Review of the New Categorization of Liver Findings in Patients with End-Stage Liver Disease
    Purysko, Andrei S.
    Remer, Erick M.
    Coppa, Christopher P.
    Leao Filho, Hilton M.
    Thupili, Chakradhar R.
    Veniero, Joseph C.
    [J]. RADIOGRAPHICS, 2012, 32 (07) : 1977 - 1995
  • [8] Automated registration of sequential breath-hold dynamic contrast-enhanced MR images: a comparison of three techniques
    Rajaraman, Sivaramakrishnan
    Rodriguez, Jeffrey J.
    Graff, Christian
    Altbach, Maria I.
    Dragovich, Tomislav
    Sirlin, Claude B.
    Korn, Ronald L.
    Raghunand, Natarajan
    [J]. MAGNETIC RESONANCE IMAGING, 2011, 29 (05) : 668 - 682
  • [9] Changes of guidelines diagnosing hepatocellular carcinoma during the last ten-year period
    Song, Do Seon
    Bae, Si Hyun
    [J]. CLINICAL AND MOLECULAR HEPATOLOGY, 2012, 18 (03) : 258 - 267
  • [10] A study of porcine liver motion during respiration for improving targeting in image-guided needle placements
    Srimathveeravalli, G.
    Leger, J.
    Ezell, P.
    Maybody, M.
    Gutta, N.
    Solomon, S. B.
    [J]. INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2013, 8 (01) : 15 - 27