Computed tomographic virtual colonoscopy computer-aided polyp detection in a screening population

被引:213
作者
Summers, RM
Yao, JH
Pickhardt, PJ
Franaszek, M
Bitter, I
Brickman, D
Krishna, V
Choi, JR
机构
[1] NIH, Dept Diagnost Radiol, Warren Grant Magnuson Clin Ctr, Bethesda, MD 20892 USA
[2] Uniformed Serv Univ Hlth Sci, Bethesda, MD 20814 USA
[3] Natl Naval Med Ctr, Bethesda, MD USA
[4] Walter Reed Army Med Ctr, Washington, DC 20307 USA
关键词
D O I
10.1053/j.gastro.2005.08.054
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
Background & Aims: The sensitivity of computed tomographic (CT) virtual colonoscopy (CT colonography) for detecting polyps varies widely in recently reported large clinical trials. Our objective was to determine whether a computer program is as sensitive as optical colonoscopy for the detection of adenomatous colonic polyps on CT virtual colonoscopy. Methods: The data set was a cohort of 1186 screening patients at 3 medical centers. All patients underwent same-day virtual and optical colonoscopy. Our enhanced gold standard combined segmental unblinded optical colonoscopy and retrospective identification of precise polyp locations. The data were randomized into separate training (n = 394) and test (n = 792) sets for analysis by a computer-aided polyp detection (CAD) program. Results: For the test set, per-polyp and per-patient sensitivities for CAD were both 89.3% (25/28; 95% confidence interval, 71.8%-97.7%) for detecting retrospectively identifiable adenomatous polyps at least 1 cm in size. The false-positive rate was 2.1 (95% confidence interval, 2.0-2.2) false polyps per patient. Both carcinomas were detected by CAD at a false-positive rate of 0.7 per patient; only :1 of 2 was detected by optical colonoscopy before segmental unblinding. At both 8-mm and 10-mm adenoma size thresholds, the per-patient sensitivities of CAD were not significantly different from those of optical colonoscopy before segmental unblinding. Conclusions: The per-patient sensitivity of CT virtual colonoscopy CAD in an asymptomatic screening population is comparable to that of optical colonoscopy for adenomas 8 mm and is generalizable to new CT virtual colonoscopy data.
引用
收藏
页码:1832 / 1844
页数:13
相关论文
共 54 条
[21]   Computerized tomographic colonography: Performance evaluation in a retrospective multicenter setting [J].
Johnson, CD ;
Toledano, AY ;
Herman, BA ;
Dachman, AH ;
McFarland, EG ;
Barish, MA ;
Brink, JA ;
Ernst, RD ;
Fletcher, JG ;
Halvorsen, RA ;
Hara, AK ;
Hopper, KD ;
Koehler, RE ;
Lu, DSK ;
Macari, M ;
MacCarty, RL ;
Miller, FH ;
Morrin, M ;
Paulson, EK ;
Yee, J ;
Zalis, M .
GASTROENTEROLOGY, 2003, 125 (03) :688-695
[22]   Prospective blinded evaluation of computed tomographic colonography for screen detection of colorectal polyps [J].
Johnson, CD ;
Harmsen, WS ;
Wilson, LA ;
MacCarty, RL ;
Welch, TJ ;
Ilstrup, DM ;
Ahlquist, DA .
GASTROENTEROLOGY, 2003, 125 (02) :311-319
[23]   A fast method for colon polyp detection in high-resolution CT data [J].
Kiraly, AP ;
Laks, S ;
Macari, M ;
Geiger, B ;
Bogoni, L ;
Novak, CL .
CARS 2004: COMPUTER ASSISTED RADIOLOGY AND SURGERY, PROCEEDINGS, 2004, 1268 :983-988
[24]   Computer-aided diagnosis in virtual colonography via combination of surface normal and sphere fitting methods [J].
Kiss, G ;
Van Cleynenbreugel, J ;
Thomeer, M ;
Suetens, P ;
Marchal, G .
EUROPEAN RADIOLOGY, 2002, 12 (01) :77-81
[25]  
KISS G, 2001, P 4 INT C MED IM COM, P621
[26]   Comparison of time-efficient CT colonography with two- and three-dimensional colonic evaluation for detecting colorectal polyps [J].
Macari, M ;
Milano, A ;
Lavelle, M ;
Berman, P ;
Megibow, AJ .
AMERICAN JOURNAL OF ROENTGENOLOGY, 2000, 174 (06) :1543-1549
[27]  
Malley JD, 2003, COMMITTEE SUPPORT VE, P570
[28]   Computed tomography colonography - Feasibility of computer-aided polyp detection in a "First reader" paradigm [J].
Mani, A ;
Napel, S ;
Paik, DS ;
Jeffrey, RB ;
Yee, J ;
Olcott, EW ;
Prokesch, R ;
Davila, M ;
Schraedley-Desmond, P ;
Beaulieu, CF .
JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 2004, 28 (03) :318-326
[29]   Spiral CT colonography: Reader agreement and diagnostic performance with two- and three-dimensional image-display techniques [J].
McFarland, EG ;
Brink, JA ;
Pilgram, TK ;
Heiken, JP ;
Balfe, DM ;
Hirselj, DA ;
Weinstock, L ;
Littenberg, B .
RADIOLOGY, 2001, 218 (02) :375-383
[30]   Computerized detection of colorectal masses in CT colonography based on fuzzy merging and wall-thickening analysis [J].
Näppi, JJ ;
Frimmel, H ;
Dachman, AH ;
Yoshida, H .
MEDICAL PHYSICS, 2004, 31 (04) :860-872