3D Registration of mpMRI for Assessment of Prostate Cancer Focal Therapy

被引:7
作者
Orczyk, Clement [1 ,2 ,3 ,4 ,7 ]
Rosenkrantz, Andrew B. [5 ]
Mikheev, Artem [5 ]
Villers, Arnauld [6 ]
Bernaudin, Myriam [3 ]
Taneja, Samir S. [2 ,5 ]
Valable, Samuel [3 ]
Rusinek, Henry [5 ]
机构
[1] Univ Coll London Hosp, Dept Urol, Prostate Unit, London, England
[2] NYU, Div Urol Oncol, Dept Urol, Langone Med Ctr, New York, NY USA
[3] Normandie Univ, UNICAEN, CEA, CNRS,ISTCT CERVOxy Grp, F-14000 Caen, France
[4] Univ Hosp Caen, Dept Urol, Caen, France
[5] NYU, Dept Radiol, Langone Med Ctr, New York, NY USA
[6] Univ Lille Nord France, Dept Urol, Lille, France
[7] UCL, Div Surg & Intervent Sci, Res Dept Urol, 132 Hampstead Rd,Room 4-23,4th Floor, London NW1 2PS, England
基金
美国国家卫生研究院;
关键词
Prostate cancer; focal therapy; longitudinal follow-up; MRI; image processing; three dimensional; biopsy; deformable registration; AUTOMATED IMAGE REGISTRATION; PHOTODYNAMIC THERAPY; LASER-ABLATION; FOLLOW-UP; MR-IMAGES; CONSENSUS; BIOPSY; TRIAL; INTERVENTIONS; DEFORMATION;
D O I
10.1016/j.acra.2017.06.010
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
Rationale and Objectives: This study aimed to assess a novel method of three-dimensional (3D) co-registration of prostate magnetic resonance imaging (MRI) examinations performed before and after prostate cancer focal therapy. Materials and Methods: We developed a software platform for automatic 3D deformable co-registration of prostate MRI at different time points and applied this method to 10 patients who underwent focal ablative therapy. MRI examinations were performed preoperatively, as well as 1 week and 6 months post treatment. Rigid registration served as reference for assessing co-registration accuracy and precision. Results: Segmentation of preoperative and postoperative prostate revealed a significant postoperative volume decrease of the gland that averaged 6.49 cc (P = .017). Applying deformable transformation based on mutual information from 120 pairs of MRI slices, we refined by 2.9 mm (max. 6.25 mm) the alignment of the ablation zone, segmented from contrast-enhanced images on the 1-week postoperative examination, to the 6-month postoperative T2-weighted images. This represented a 500% improvement over the rigid approach (P = .001), corrected by volume. The dissimilarity by Dice index of the mapped ablation zone using deformable transformation vs rigid control was significantly (P = .04) higher at the ablation site than in the whole gland. Conclusions: Our findings illustrate our method's ability to correct for deformation at the ablation site. The preliminary analysis suggests that deformable transformation computed from mutual information of preoperative and follow-up MRI is accurate in co-registration of MRI examinations performed before and after focal therapy. The ability to localize the previously ablated tissue in 3D space may improve targeting for image-guided follow-up biopsy within focal therapy protocols. (C) 2017 The Association of University Radiologists. Published by Elsevier Inc. All rights reserved.
引用
收藏
页码:1544 / 1555
页数:12
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