Temporal subtraction of low-dose and relatively thick-slice CT images with large deformation diffeomorphic metric mapping and adaptive voxel matching for detection of bone metastases A STARD-compliant article

被引:0
|
作者
Tsuchiya, Mitsuteru [1 ]
Masui, Takayuki [2 ]
Katayama, Motoyuki [2 ]
Hayashi, Yuki [2 ]
Yamada, Takahiro [2 ]
Terauchi, Kazuma [2 ]
Kawamura, Kenshi [2 ]
Ishikawa, Ryo [3 ]
Mizobe, Hideaki [3 ]
Yamamichi, Junta [3 ]
Sakahara, Harumi [4 ]
Goshima, Satoshi [4 ]
机构
[1] Hamamatsu Univ, Grad Sch Med, Dept Diagnost Radiol & Nucl Med, Sch Med,Higashi Ku, 1-20-1 Handayama, Hamamatsu, Shizuoka, Japan
[2] Seirei Hamamatsu Gen Hosp, Dept Radiol, Naka Ku, 2-12-12 Sumiyoshi, Hamamatsu, Shizuoka, Japan
[3] Canon Inc, Med Imaging Informat Technol Dev Dept, Saiwai Ku, 70-1 Yanagi Cho, Kawasaki, Kanagawa, Japan
[4] Hamamatsu Univ, Dept Diagnost Radiol & Nucl Med, Sch Med, Higashi Ku, 1-20-1 Handayama, Hamamatsu, Shizuoka, Japan
关键词
computer-assisted diagnosis; multidetector computed tomography; neoplasm metastases; positron emission tomography-computed tomography; sensitivity and specificity; subtraction technique; BREAST-CANCER; COMPUTED-TOMOGRAPHY; THORACOLUMBAR SPINE; FDG-PET; TRENDS;
D O I
10.1097/MD.0000000000019538
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
To evaluate the improvement of radiologist performance in detecting bone metastases at follow up low-dose computed tomography (CT) by using a temporal subtraction (TS) technique based on an advanced nonrigid image registration algorithm. Twelve patients with bone metastases (males, 5; females, 7; mean age, 64.8 +/- 7.6 years; range 51-81 years) and 12 control patients without bone metastases (males, 5; females, 7; mean age, 64.8 +/- 7.6 years; 51-81 years) were included, who underwent initial and follow-up CT examinations between December 2005 and July 2016. Initial CT images were registered to follow-up CT images by the algorithm, and TS images were created. Three radiologists independently assessed the bone metastases with and without the TS images. The reader averaged jackknife alternative free-response receiver operating characteristics figure of merit was used to compare the diagnostic accuracy. The reader-averaged values of the jackknife alternative free-response receiver operating characteristics figures of merit (theta) significantly improved from 0.687 for the readout without TS and 0.803 for the readout with TS (P value = .031. F statistic = 5.24). The changes in the absolute value of CT attenuations in true-positive lesions were significantly larger than those in false-negative lesions (P < .001). Using TS, segment-based sensitivity, specificity, accuracy, positive predictive value, and negative predictive value of the readout with TS were 66.7%, 98.9%, 94.4%, 90.9%, and 94.8%, respectively. The TS images can significantly improve the radiologist's performance in the detection of bone metastases on low-dose and relatively thick-slice CT.
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页数:11
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