CAD在肺部结节诊断中的应用

中国防痨杂志 ›› 2009, Vol. 31 ›› Issue (9): 551-553.

CAD在肺部结节诊断中的应用

范艳芬；孙希文

上海肺科医院影像科上海 200433

出版日期:2009-09-10 发布日期:2011-11-03

Online:2009-09-10 Published:2011-11-03

摘要/Abstract

摘要： CAD在医学中的应用可追溯到20世纪50年代，当时数学模型首次被引入到临床医学^[1]，奠定了计算机辅助检测(computer-aided detection)技术的雏形，以后逐步发展，衍生出了计算机辅助诊断(computer-aided diagnosis)的概念^[2]，后者涵盖了临床资料的采集、医学影像信息的处理、统计结果分析，直至最后得出诊断，近些年随着临床需求的增加，CAD更是获得了长足的发展。

范艳芬,孙希文. CAD在肺部结节诊断中的应用[J]. 中国防痨杂志, 2009, 31(9): 551-553.

参考文献

[1] Ledley RS, Lusted LB. Reasoning foundations of medical diagnosis; symbolic logic, probability, and value theory aid our understanding of how physicians reason[J]. Science，1959,130（3366）:9-21.
[2] Ledley RS. Computer aids to medical diagnosis[J]. JAMA,1966,196(11):933-943.
[3] Nie SD,Zheng B, Li W.Design of computer-aided detection and classification of lung nodules using CT images, J Sys Simul, 2007, 19(5): 935-944.
[4] Sluimer I, Schilham A, Prokop M. Computer analysis of computed tomography scans of the lung: a survey, IEEE Trans [J]. On Medical Imaging, 2006,25(4):385-406.
[5] Doi K,MacMahon H,Katsuragawa S,Nishikawa RN, Jiang Y.Computer-aided diagnosis in radiology:potential and pitfalls[J]. Eur J Radiol,1999,31(2):97-109.
[6] Kiraly AP, Odry BL, Godoy MC,Geiger B, Novak CL, Naidich DP.Computer-aided diagnosis of the airways: beyond nodule detection[J]. J Thorac Imaging,2008,23(2):105-113.
[7] Chen JJ,White CS. Use of CAD to evaluate lung cancer on chest radiography[J]. J Thorac Imaging,2008,23(2):93-96.
[8] White CS, Pugatch R, Koonce T, Rust SW, Dharaiya E. Lung nodule CAD software as a second reader: a multicenter study[J].Acad Radiol, 2008,15(3):326-333.
[9] Goldin JG, Brown MS, Petkovska I.Computer-aided Diagnosis in Lung Nodule Assessment[J]. J Thorac Imaging,2008,23(2):97-104.
[10] Erasmus JJ, Connolly JE, McAdams HP, Roggli VL. Solitary pulmonary nodules. Part I. Morphologic evaluation for differentiation of benign and malignant lesions[J]. Radio graphics,2000,20(1):43-58.
[11] Siegelman SS, Khouri NF, Scott WW Jr, Leo FP, Hamper UM, Fishman EK, Ierhouni EA. Pulmonary hamartoma: CT findings[J]. Radiology,1986,160(2):313-317.
[12] Saba L, Caddeo G, Mallarini G. Computer-aided detection of pulmonary nodules in computed tomography: analysis and review of the literature [J]. J Comput Assist Tomogr, 2007,31(4):611-619.
[13] Goo JM.,Kim HY, Lee JW，Lee HJ, Lee CH, Lee KW, Kim JJ, Lim KY, Park SH, Bae KT. Is the computer-aided detection scheme for lung nodule also useful in detecting lung cancer? [J]. J Comput Assist Tomogr, 2008,32（4）:570-575.