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 50 条
  • [41] The diagnosis of coronary plaque stability by multi-slice computed tomography coronary angiography
    Song, Feng-Xiang
    Zhou, Jun
    Zhou, Jian-Jun
    Shi, Yu-Xin
    Zeng, Meng-Su
    Zhang, Zhi-Yong
    Lv, Peng
    Sheng, Ruo-Fan
    JOURNAL OF THORACIC DISEASE, 2018, 10 (04) : 2365 - +
  • [42] Comparison of coronary CT angiography-based and invasive coronary angiography-based quantitative flow ratio for functional assessment of coronary stenosis: A multicenter retrospective analysis
    Li, Zehang
    Li, Guanyu
    Chen, Liudan
    Ding, Daixin
    Chen, Yankai
    Zhang, Jiayin
    Xu, Lei
    Kubo, Takashi
    Zhang, Su
    Wang, Yining
    Zhou, Xuhui
    Tu, Shengxian
    JOURNAL OF CARDIOVASCULAR COMPUTED TOMOGRAPHY, 2022, 16 (06) : 509 - 516
  • [43] Computer-aided simple triage (CAST) for coronary CT angiography (CCTA)
    Goldenberg, Roman
    Eilot, Dov
    Begelman, Grigory
    Walach, Eugene
    Ben-Ishai, Eyal
    Peled, Nathan
    INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2012, 7 (06) : 819 - 827
  • [44] Accuracy of CT angiography in the diagnosis of acute gastrointestinal bleeding: systematic review and meta-analysis
    Garcia-Blazquez, V.
    Vicente-Bartulos, A.
    Olavarria-Delgado, A.
    Plana, M. N.
    van der Winden, D.
    Zamora, J.
    EUROPEAN RADIOLOGY, 2013, 23 (05) : 1181 - 1190
  • [45] Coronary CT angiography shows significant improvement in the diagnosis of calcified plaques by bifurcation angle measurement
    Ma, Heng
    Zhou, Shaoling
    Shen, Xiaofang
    Ding, Weifang
    Wang, Lihong
    Lou, Jingqiu
    Liu, Jing
    Xie, Haizhu
    Yang, Jun
    INTERNATIONAL JOURNAL OF CARDIOLOGY, 2016, 214 : 130 - 130
  • [46] Elicitation and representation of expert knowhdge for computer for computer aided diagnosis in mammography
    Alberdi, E
    Taylor, P
    Lee, R
    METHODS OF INFORMATION IN MEDICINE, 2004, 43 (03) : 239 - 246
  • [47] Automated Three-dimensional Quantification of Noncalcified Coronary Plaque from Coronary CT Angiography: Comparison with Intravascular US
    Dey, Damini
    Schepis, Tiziano
    Marwan, Mohamed
    Slomka, Piotr J.
    Berman, Daniel S.
    Achenbach, Stephan
    RADIOLOGY, 2010, 257 (02) : 516 - 522
  • [48] Screening strategies for the diagnosis of coronary artery stenosis in patients with cerebral infarction using dual-source spiral CT
    Jin, Gong-Yong
    Jeong, Seul-Ki
    Lee, Sang-Rok
    Kwon, Keun-Sang
    Han, Young-Min
    Cho, Young Il
    JOURNAL OF THE NEUROLOGICAL SCIENCES, 2009, 284 (1-2) : 129 - 134
  • [49] Diagnostic performance of coronary CT angiography for stenosis detection according to calcium score: systematic review and meta-analysis
    den Dekker, Martijn A. M.
    de Smet, Kristof
    de Bock, Geertruida H.
    Tio, Rene A.
    Oudkerk, Matthijs
    Vliegenthart, Rozemarijn
    EUROPEAN RADIOLOGY, 2012, 22 (12) : 2688 - 2698
  • [50] Computer-Aided Diagnosis of Lumbar Stenosis Conditions
    Koompairojn, Soontharee
    Hua, Kathleen
    Hua, Kien A.
    Srisomboon, Jintavaree
    MEDICAL IMAGING 2010: COMPUTER - AIDED DIAGNOSIS, 2010, 7624