Diagnosis of Coronary Stenosis with CT Angiography: Comparison of Automated Computer Diagnosis with Expert Readings

被引:33
作者
Halpern, Ethan J. [1 ]
Halpern, David J. [1 ]
机构
[1] Thomas Jefferson Univ Hosp, Dept Radiol, Philadelphia, PA 19107 USA
关键词
Computer aided diagnosis; coronary CTA; coronary stenosis; coronary heart disease; ACUTE CHEST-PAIN; ARTERY-DISEASE; 64-SLICE CT; TOMOGRAPHY; METAANALYSIS; ACCURACY; MDCT;
D O I
10.1016/j.acra.2010.10.014
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: To compare computer-generated interpretation of coronary computed tomography angiography (cCTA) by commercially available COR Analyzer software with expert human interpretation. Materials and Methods: This retrospective Health Insurance Portability and Accountability Act-compliant study was approved by the institutional review board. Among 225 consecutive cCTA examinations, 207 were of adequate quality for automated evaluation. COR Analyzer interpretation was compared to human expert interpretation for detection of stenosis defined as >= 50% vessel diameter reduction in the left main, left anterior descending (LAD), circumflex (LCX), right coronary artery (RCA), or a branch vessel (diagonal, ramus, obtuse marginal, or posterior descending artery). Results: Among 207 cases evaluated by COR Analyzer, human expert interpretation identified 48 patients with stenosis. COR Analyzer identified 44/48 patients (sensitivity 92%) with a specificity of 70%, a negative predictive value of 97% and a positive predictive value of 48%. COR Analyzer agreed with the expert interpretation in 75% of patients. With respect to individual segments, COR Analyzer detected 9/10 left main lesions, 33/34 LAD lesions, 14/15 LCX lesions, 27/31 RCA lesions, and 8/11 branch lesions. False-positive interpretations were localized to the left main (n = 16), LAD (n = 26), LCX (n = 21), RCA (n = 21), and branch vessels (n = 23), and were related predominantly to calcified vessels, blurred vessels, misidentification of vessels and myocardial bridges. Conclusions: Automated computer interpretation of cCTA with COR Analyzer provides high negative predictive value for the diagnosis of coronary disease in major coronary arteries as well as first-order arterial branches. False-positive automated interpretations are related to anatomic and image quality considerations.
引用
收藏
页码:324 / 333
页数:10
相关论文
共 13 条
[1]   64-multislice detector computed tomography coronary angiography as potential alternative to conventional coronary angiography: a systematic review and meta-analysis [J].
Abdulla, Jawdat ;
Abildstrom, Steen Z. ;
Gotzsche, Ole ;
Christensen, Erik ;
Kober, Lars ;
Torp-Pedersen, Christian .
EUROPEAN HEART JOURNAL, 2007, 28 (24) :3042-3050
[2]   Automated computer-aided stenosis detection at coronary CT angiography: initial experience [J].
Arnoldi, Elisabeth ;
Gebregziabher, Mulugeta ;
Schoepf, U. Joseph ;
Goldenberg, Roman ;
Ramos-Duran, Luis ;
Zwerner, Peter L. ;
Nikolaou, Konstantin ;
Reiser, Maximilian F. ;
Costello, Philip ;
Thilo, Christian .
EUROPEAN RADIOLOGY, 2010, 20 (05) :1160-1167
[3]   Visual and automatic grading of coronary artery stenoses with 64-slice CT angiography in reference to invasive angiography [J].
Busch, Stephanie ;
Johnson, Thorsten R. C. ;
Nikolaou, Konstantin ;
von Ziegler, Franz ;
Knez, Andreas ;
Reiser, Maximilian F. ;
Becker, Christoph R. .
EUROPEAN RADIOLOGY, 2007, 17 (06) :1445-1451
[4]   A randomized controlled trial of multi-slice coronary computed tomography for evalation of acute chest pain [J].
Goldstein, James A. ;
Gallagher, Michael J. ;
O'Neill, William W. ;
Ross, Michael A. ;
O'Neil, Brian J. ;
Raff, Gilbert L. .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2007, 49 (08) :863-871
[5]   Accuracy of Multislice Computed Tomography Coronary Angiography A Pooled Estimate [J].
Gopalakrishnan, Prabhakaran ;
Wilson, Gregory T. ;
Tak, Tahir .
CARDIOLOGY IN REVIEW, 2008, 16 (04) :189-196
[6]  
KANG DK, 2010, EUR RADIOL 1002
[7]  
Klette R., 1996, HDB IMAGE PROCESSING
[8]   Cost-effectiveness of coronary MDCT in the triage of patients with acute chest pain [J].
Ladapo, Joseph A. ;
Hoffmann, Udo ;
Bamberg, Fabian ;
Nagurney, John T. ;
Cutler, David M. ;
Weinstein, Milton C. ;
Gazelle, G. Scott .
AMERICAN JOURNAL OF ROENTGENOLOGY, 2008, 191 (02) :455-463
[9]   64-Slice computed tomography angiography in the diagnosis and assessment of coronary artery disease: systematic review and meta-analysis [J].
Mowatt, G. ;
Cook, J. A. ;
Hillis, G. S. ;
Walker, S. ;
Fraser, C. ;
Jia, X. ;
Waugh, N. .
HEART, 2008, 94 (11) :1386-1393
[10]   Coronary computed tomographic angiography in patients suspected of coronary artery disease: Impact of observer experience on diagnostic performance and interobserver reproducibility [J].
Ovrehus, Kristian A. ;
Munkholm, Henrik ;
Bottcher, Morten ;
Botker, Hans E. ;
Norgaard, Bjarne L. .
JOURNAL OF CARDIOVASCULAR COMPUTED TOMOGRAPHY, 2010, 4 (03) :186-194