TY - JOUR
T1 - Comparison of Semi-automatic Volumetric VX2 Hepatic Tumor Segmentation from Cone Beam CT and Multi-detector CT with Histology in Rabbit Models
AU - Pellerin, Olivier
AU - Lin, Ming De
AU - Bhagat, Nikhil
AU - Ardon, Roberto
AU - Mory, Benoit
AU - Geschwind, Jean François
N1 - Funding Information:
This study was funded by Société Française de Radiologie (Paris, France) and by grant R01 CA160771 from the National Cancer Institute (Bethesda, MD).
PY - 2013/1
Y1 - 2013/1
N2 - Rationale and Objectives: The purpose of this study was to compare tumor volume in a VX2 rabbit model as calculated using semiautomatic tumor segmentation from C-arm cone-beam computed tomography (CBCT) and multidetector computed tomography (MDCT) to the actual tumor volume. Materials and Methods: Twenty VX2 tumors in 20 adult male New Zealand rabbits (one tumor per rabbit) were imaged with CBCT (using an intra-arterial contrast medium injection) and MDCT (using an intravenous contrast injection). All tumor volumes were measured using semiautomatic three-dimensional volumetric segmentation software. The software uses a region-growing method using non-Euclidean radial basis functions. After imaging, the tumors were excised for pathologic volume measurement. The imaging-based tumor volume measurements were compared to the pathologic volumes using linear regression, with Pearson's test, and correlated using Bland-Altman analysis. Results: Average tumor volumes were 3.5 ± 1.6 cm3 (range, 1.4-7.2 cm3) on pathology, 3.8 ± 1.6 cm3 (range, 1.3-7.3 cm3) on CBCT, and 3.9 ± 1.6 (range, 1.8-7.5 cm3) on MDCT (P < .001). A strong correlation between volumes on pathology and CBCT and also with MDCT was observed (Pearson's correlation coefficient = 0.993 and 0.996, P < .001, for CBCT and MDCT, respectively). Bland-Altman analysis showed that MDCT tended to overestimate tumor volume, and there was stronger agreement for tumor volume between CBCT and pathology than with MDCT, possibly because of the intra-arterial contrast injection. Conclusions: Tumor volume as measured using semiautomatic tumor segmentation software showed a strong correlation with the "real volume" measured on pathology. The segmentation software on CBCT and MDCT can be a useful tool for volumetric hepatic tumor assessment.
AB - Rationale and Objectives: The purpose of this study was to compare tumor volume in a VX2 rabbit model as calculated using semiautomatic tumor segmentation from C-arm cone-beam computed tomography (CBCT) and multidetector computed tomography (MDCT) to the actual tumor volume. Materials and Methods: Twenty VX2 tumors in 20 adult male New Zealand rabbits (one tumor per rabbit) were imaged with CBCT (using an intra-arterial contrast medium injection) and MDCT (using an intravenous contrast injection). All tumor volumes were measured using semiautomatic three-dimensional volumetric segmentation software. The software uses a region-growing method using non-Euclidean radial basis functions. After imaging, the tumors were excised for pathologic volume measurement. The imaging-based tumor volume measurements were compared to the pathologic volumes using linear regression, with Pearson's test, and correlated using Bland-Altman analysis. Results: Average tumor volumes were 3.5 ± 1.6 cm3 (range, 1.4-7.2 cm3) on pathology, 3.8 ± 1.6 cm3 (range, 1.3-7.3 cm3) on CBCT, and 3.9 ± 1.6 (range, 1.8-7.5 cm3) on MDCT (P < .001). A strong correlation between volumes on pathology and CBCT and also with MDCT was observed (Pearson's correlation coefficient = 0.993 and 0.996, P < .001, for CBCT and MDCT, respectively). Bland-Altman analysis showed that MDCT tended to overestimate tumor volume, and there was stronger agreement for tumor volume between CBCT and pathology than with MDCT, possibly because of the intra-arterial contrast injection. Conclusions: Tumor volume as measured using semiautomatic tumor segmentation software showed a strong correlation with the "real volume" measured on pathology. The segmentation software on CBCT and MDCT can be a useful tool for volumetric hepatic tumor assessment.
KW - C-arm cone-beam CT
KW - Multidetector CT
KW - Tumor segmentation software
KW - VX2 hepatic tumor
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U2 - 10.1016/j.acra.2012.07.011
DO - 10.1016/j.acra.2012.07.011
M3 - Article
C2 - 22947274
AN - SCOPUS:84870941714
SN - 1076-6332
VL - 20
SP - 115
EP - 121
JO - Academic radiology
JF - Academic radiology
IS - 1
ER -