3D ultrasound guided navigation system with hybrid image fusion

被引:2
作者
Iommi, David [1 ]
Valladares, Alejandra [1 ]
Figl, Michael [1 ]
Grahovac, Marko [2 ]
Fichtinger, Gabor [3 ]
Hummel, Johann [1 ]
机构
[1] Med Univ Vienna, Ctr Med Phys & Biomed Engn, Spitalgasse 23, A-1090 Vienna, Austria
[2] Med Univ Vienna, Dept Biomed Imaging & Image Guided Therapy, Div Nucl Med, Wahringer Gurtel 18-20, A-1090 Vienna, Austria
[3] Queens Univ, Sch Comp, 25 Union St,557 Goodwin Hall, Kingston, ON K7L 3N6, Canada
关键词
REGISTRATION; MOTION;
D O I
10.1038/s41598-021-86848-1
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
A prototype of a navigation system to fuse two image modalities is presented. The standard inter-modality registration is replaced with a tracker-based image registration of calibrated imaging devices. Intra-procedure transrectal US (TRUS) images were merged with pre-procedure magnetic resonance (MR) images for prostate biopsy. The registration between MR and TRUS images was performed by an additional abdominal 3D-US (ab-3D-US), which enables replacing the inter-modal MR/TRUS registration by an intra-modal ab-3D-US/3D-TRUS registration. Calibration procedures were carried out using an optical tracking system (OTS) for the pre-procedure image fusion of the ab-3D-US with the MR. Inter-modal ab-3D-US/MR image fusion was evaluated using a multi-cone phantom for the target registration error (TRE) and a prostate phantom for the Dice score and the Hausdorff distance of lesions . Finally, the pre-procedure ab- 3D-US was registered with the TRUS images and the errors for the transformation from the MR to the TRUS were determined. The TRE of the ab-3D-US/MR image registration was 1.81 mm. The Dice-score and the Hausdorff distance for ab-3D-US and MR were found to be 0.67 and 3.19 mm. The Dice score and the Hausdorff distance for TRUS and MR were 0.67 and 3.18 mm. The hybrid navigation system showed sufficient accuracy for fusion guided biopsy procedures with prostate phantoms. The system might provide intra-procedure fusion for most US-guided biopsy and ablation interventions.
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页数:10
相关论文
共 29 条
[1]   An Unsupervised Learning Model for Deformable Medical Image Registration [J].
Balakrishnan, Guha ;
Zhao, Amy ;
Sabuncu, Mert R. ;
Guttag, John ;
Dalca, Adrian V. .
2018 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2018, :9252-9260
[2]   Comparison of prostate MRI-3D transrectal ultrasound fusion biopsy for first-time and repeat biopsy patients with previous atypical small acinar proliferation [J].
Cool, Derek W. ;
Romagnoli, Cesare ;
Izawa, Jonathan I. ;
Chin, Joseph ;
Gardi, Lori ;
Tessier, David ;
Mercado, Ashley ;
Mandel, Jonathan ;
Ward, Aaron D. ;
Fenster, Aaron .
CUAJ-CANADIAN UROLOGICAL ASSOCIATION JOURNAL, 2016, 10 (9-10) :342-348
[3]   Abdominal applications of ultrasound fusion imaging technique: liver, kidney, and pancreas [J].
D'Onofrio, Mirko ;
Beleu, Alessandro ;
Gaitini, Diana ;
Correas, Jean-Michel ;
Brady, Adrian ;
Clevert, Dirk .
INSIGHTS INTO IMAGING, 2019, 10 (01)
[4]  
de Vos Bob D., 2018, ABS180906130 CORR
[5]   Evaluation of possible prostate displacement induced by pressure applied during transabdominal ultrasound image acquisition [J].
Dobler, B ;
Mai, S ;
Ross, C ;
Wolff, D ;
Wertz, H ;
Lohr, F ;
Wenz, F .
STRAHLENTHERAPIE UND ONKOLOGIE, 2006, 182 (04) :240-246
[6]   An error analysis perspective for patient alignment systems [J].
Figl, Michael ;
Kaar, Marcus ;
Hoffman, Rainer ;
Kratochwil, Alfred ;
Hummel, Johann .
INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2013, 8 (05) :849-856
[7]   Monitoring tumor motion by real time 2D/3D registration during radiotherapy [J].
Gendrin, Christelle ;
Furtado, Hugo ;
Weber, Christoph ;
Bloch, Christoph ;
Figl, Michael ;
Pawiro, Supriyanto Ardjo ;
Bergmann, Helmar ;
Stock, Markus ;
Fichtinger, Gabor ;
Georg, Dietmar ;
Birkfellner, Wolfgang .
RADIOTHERAPY AND ONCOLOGY, 2012, 102 (02) :274-280
[8]   Real-time registration of 3D to 2D ultrasound images for image-guided prostate biopsy [J].
Gillies, Derek J. ;
Gardi, Lori ;
De Silva, Tharindu ;
Zhao, Shuang-ren ;
Fenster, Aaron .
MEDICAL PHYSICS, 2017, 44 (09) :4708-4723
[9]   MIND: Modality independent neighbourhood descriptor for multi-modal deformable registration [J].
Heinrich, Mattias P. ;
Jenkinson, Mark ;
Bhushan, Manav ;
Matin, Tahreema ;
Gleeson, Fergus V. ;
Brady, Sir Michael ;
Schnabel, Julia A. .
MEDICAL IMAGE ANALYSIS, 2012, 16 (07) :1423-1435
[10]   Medical image registration [J].
Hill, DLG ;
Batchelor, PG ;
Holden, M ;
Hawkes, DJ .
PHYSICS IN MEDICINE AND BIOLOGY, 2001, 46 (03) :R1-R45