Improvements of diagnostic accuracy and visualization of vertebral metastasis using multi-level virtual non-calcium reconstructions from dual-layer spectral detector computed tomography

被引:44
作者
Abdullayev, N. [1 ]
Hokamp, N. Grosse [1 ,2 ,3 ,4 ]
Lennartz, S. [1 ]
Holz, J. A. [1 ]
Romman, Z. [5 ]
Pahn, G. [6 ]
Neuhaus, V [1 ]
Maintz, D. [1 ]
Krug, B. [1 ]
Borggrefe, J. [1 ]
机构
[1] Univ Hosp Cologne, Inst Diagnost & Intervent Radiol, Cologne, Germany
[2] Case Western Reserve Univ, Dept Radiol, Cleveland, OH 44106 USA
[3] Univ Hosp Med Ctr, Dept Radiol, Cleveland, OH USA
[4] Univ Hosp Cologne, Dept Diagnost & Intervent Radiol, Keipener Str 62, D-50937 Cologne, Germany
[5] Philips Clin Sci CT, Haifa, Israel
[6] Philips Clin Sci CT, Hamburg, Germany
关键词
Tomography; X-ray computed; Neoplasm metastasis; Spine; Image processing; computer-assisted; Magnetic resonance imaging; BONE-MARROW EDEMA; ENERGY CT; FRACTURES; QUANTIFICATION; COEFFICIENT; SEPARATION; AGREEMENT; IMAGES;
D O I
10.1007/s00330-019-06233-5
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 To evaluate feasibility and diagnostic performance of multi-level calcium suppression in spectral detector computed tomography (SDCT) for assessment of bone metastasis. Materials and methods Retrospective IRB-approved study on 21 patients who underwent SDCT (120 kV, reference mAs 116) and MRI. Thoracic and lumbar vertebrae (n = 357) were included and categorized as normal (n = 133) or metastatic (n = 203) based on MRI (STIR, T1w, +/- contrast). The multi-level virtual non-calcium (VNCa) algorithm computes dynamic soft tissue/calcium pairs allowing for computation of different suppression index levels to address inter-individual variance of prevalent calcium composition weights. We computed images with low, medium, and high calcium suppression indices and compared them with conventional images (VNCa_low/med/high and conventional images (CI)). For quantitative image analysis, regions of interest were placed in normal and metastatic bone. Two readers reviewed the datasets independently in multiple sessions. They determined the presence of vertebral metastases on a per vertebra basis using a binary scale. Statistic assessment was performed using ANOVA with Tukey HSD, Student's T test, and ROC analysis. Results Attenuation of both normal and metastatic bone was lower in VNCa images than that in conventional images (e.g., CI/VNCa_low, - 46.3 to 238.8 HU/343.3-60.2 HU; p <= 0.05). VNCa_low+med improved separation of normal and metastatic bone in ROC analysis (AUC, CI/VNCa_low/VNCa_med = 0.74/0.95/0.98; p <= 0.05). In subjective analysis, both sensitivity and specificity were clearly improved in VNCa_low as compared with CI (0.85/0.84 versus 0.78/0.82). Readers showed a good inter-rater reliability (kappa = 0.65). Conclusions Multi-level VNCa reconstructed from SDCT improve quantitative separation of normal and metastatic bone and subjective determination of bone metastases when using low to intermediate calcium suppression indices.
引用
收藏
页码:5941 / 5949
页数:9
相关论文
共 35 条
[1]   Detection of suspected brain infarctions on CT can be significantly improved with temporal subtraction images [J].
Akasaka, Thai ;
Yakami, Masahiro ;
Nishio, Mizuho ;
Onoue, Koji ;
Aoyama, Gakuto ;
Nakagomi, Keita ;
Iizuka, Yoshio ;
Kubo, Takeshi ;
Emoto, Yutaka ;
Satoh, Kiyohide ;
Yamamoto, Hiroyuki ;
Togashi, Kaori .
EUROPEAN RADIOLOGY, 2019, 29 (02) :759-769
[2]   Accuracy of iodine density thresholds for the separation of vertebral bone metastases from healthy-appearing trabecular bone in spectral detector computed tomography [J].
Borggrefe, Jan ;
Neuhaus, Victor-Frederic ;
Le Blanc, Markus ;
Hokamp, Nils Grosse ;
Maus, Volker ;
Mpotsaris, Anastasios ;
Lennartz, Simon ;
dos Santos, Daniel Pinto ;
Maintz, David ;
Abdullayev, Nuran .
EUROPEAN RADIOLOGY, 2019, 29 (06) :3253-3261
[3]  
Carmi R, 2005, IEEE NUCL SCI CONF R, P1876
[4]   A COEFFICIENT OF AGREEMENT FOR NOMINAL SCALES [J].
COHEN, J .
EDUCATIONAL AND PSYCHOLOGICAL MEASUREMENT, 1960, 20 (01) :37-46
[5]   Scaphoid fracture: Bone marrow edema detected with dual-energy CT virtual non-calcium images and confirmed with MRI [J].
Dareez, Nazeer M. ;
Dahlslett, Kristine H. ;
Engesland, Eirin ;
Lindland, Elisabeth S. .
SKELETAL RADIOLOGY, 2017, 46 (12) :1753-1756
[6]   EQUIVALENCE OF WEIGHTED KAPPA AND INTRACLASS CORRELATION COEFFICIENT AS MEASURES OF RELIABILITY [J].
FLEISS, JL ;
COHEN, J .
EDUCATIONAL AND PSYCHOLOGICAL MEASUREMENT, 1973, 33 (03) :613-619
[7]   First performance evaluation of a dual-source CT (DSCT) system [J].
Flohr, TG ;
McCollough, CH ;
Bruder, H ;
Petersilka, M ;
Gruber, K ;
Süss, C ;
Grasruck, M ;
Stierstorfer, K ;
Krauss, B ;
Raupach, R ;
Primak, AN ;
Küttner, A ;
Achenbach, S ;
Becker, C ;
Kopp, A ;
Ohnesorge, BM .
EUROPEAN RADIOLOGY, 2006, 16 (02) :256-268
[8]   THE MEANING AND USE OF THE AREA UNDER A RECEIVER OPERATING CHARACTERISTIC (ROC) CURVE [J].
HANLEY, JA ;
MCNEIL, BJ .
RADIOLOGY, 1982, 143 (01) :29-36
[9]   The Diagnostic Imaging of Bone Metastases [J].
Heindel, Walter ;
Guebitz, Raphael ;
Vieth, Volker ;
Weckesser, Matthias ;
Schober, Otmar ;
Schaefers, Michael .
DEUTSCHES ARZTEBLATT INTERNATIONAL, 2014, 111 (44) :741-747
[10]   Assessment of arterially hyper-enhancing liver lesions using virtual monoenergetic images from spectral detector CT: phantom and patient experience [J].
Hokamp, N. Grosse ;
Hoeink, A. J. ;
Doerner, J. ;
Jordan, D. W. ;
Pahn, G. ;
Persigehl, T. ;
Maintz, D. ;
Haneder, S. .
ABDOMINAL RADIOLOGY, 2018, 43 (08) :2066-2074