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Colonic polyps: application value of computer-aided detection in computed tomographic colonography

Colonic polyps: application value of computer-aided detection in computed tomographic colonography
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摘要 Background Colonic polyps are frequently encountered in clinics. Computed tomographic colonography (CTC), as a painless and quick detection, has high values in clinics. In this study, we evaluated the application value of computer-aided detection (CAD) in CTC detection of colonic polyps in the Chinese population.Methods CTC was performed with a GE 64-row multidetector computed tomography (MDCT) scanner. Data of 50 CTC patients (39 patients positive for at least one polyp of ≥0.5 cm in size and the other 11 patients negative by endoscopic detection) were retrospectively reviewed first without computer-aided detection (CAD) and then with CAD by four radiologists (two were experienced and another two inexperienced) blinded to colonoscopy findings. The sensitivity,specificity, positive predictive value, negative predictive value, and accuracy of detected colonic polyps, as well as the areas under the ROC curves (Az value) with and without CAD were calculated.Results CAD increased the overall sensitivity, specificity, positive predictive value, negative predictive value and accuracy of the colonic polyps detected by experienced and inexperienced readers. The sensitivity in detecting small polyps (5-9 mm) with CAD in experienced and inexperienced readers increased from 82% and 44% to 93% and 82%,respectively (P 〉0.05 and P 〈0.001). With the use of CAD, the overall false positive rate and false negative rate for the detection of polyps by experienced and inexperienced readers decreased in different degrees. Among 13 sessile polyps not detected by CAD, two were 〉1.0 cm, eleven were 5-9 mm in diameter, and nine were fiat-shaped lesions.Conclusions The application of CAD in combination with CTC can increase the ability to detect colonic polyps,particularly for inexperienced readers. However, CAD is of limited value for the detection of flat polyps. Background Colonic polyps are frequently encountered in clinics. Computed tomographic colonography (CTC), as a painless and quick detection, has high values in clinics. In this study, we evaluated the application value of computer-aided detection (CAD) in CTC detection of colonic polyps in the Chinese population.Methods CTC was performed with a GE 64-row multidetector computed tomography (MDCT) scanner. Data of 50 CTC patients (39 patients positive for at least one polyp of ≥0.5 cm in size and the other 11 patients negative by endoscopic detection) were retrospectively reviewed first without computer-aided detection (CAD) and then with CAD by four radiologists (two were experienced and another two inexperienced) blinded to colonoscopy findings. The sensitivity,specificity, positive predictive value, negative predictive value, and accuracy of detected colonic polyps, as well as the areas under the ROC curves (Az value) with and without CAD were calculated.Results CAD increased the overall sensitivity, specificity, positive predictive value, negative predictive value and accuracy of the colonic polyps detected by experienced and inexperienced readers. The sensitivity in detecting small polyps (5-9 mm) with CAD in experienced and inexperienced readers increased from 82% and 44% to 93% and 82%,respectively (P 〉0.05 and P 〈0.001). With the use of CAD, the overall false positive rate and false negative rate for the detection of polyps by experienced and inexperienced readers decreased in different degrees. Among 13 sessile polyps not detected by CAD, two were 〉1.0 cm, eleven were 5-9 mm in diameter, and nine were fiat-shaped lesions.Conclusions The application of CAD in combination with CTC can increase the ability to detect colonic polyps,particularly for inexperienced readers. However, CAD is of limited value for the detection of flat polyps.
出处 《Chinese Medical Journal》 SCIE CAS CSCD 2011年第3期380-384,共5页 中华医学杂志(英文版)
关键词 computed tomography COLONOGRAPHY computer-aided detection computed tomography colonography computer-aided detection
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参考文献22

  • 1Summers RM.Polyp size measurement at CT colonography:what do we know and what do we need to know? Radiology 2010; 255:707-720.
  • 2Burling D,Wylie P,Gupta A,Illangovan R,Muckian J,Ahmad R,et al.CT colonography:accuracy of initial interpretation by radiographers in routine clinical practice.Clin Radiol 2010; 65:126-132.
  • 3Christensen KN,Fidler JL,Fletcher JG,Maccarty R,Johnson CD.Pictorial review of colonic polyp and mass distortion and recognition with the CT virtual dissection technique.Radiographics 2010; 30:1148-1164.
  • 4Liedenbaum MH,Denters MJ,de Vries AH,van Ravesteijn VF,Bipat S,Vos FM,et al.Low-fiber diet in limited bowel preparation for CT colonography:Influence on image quality and patient acceptance.Am J Roentgenol 2010; 195:W31-W37.
  • 5Luo M,Shan H,Zhou K.CT virtual colonoscopy in patients with incomplete conventional colonoscopy.Chin Med J 2002;115:1023-1026.
  • 6Park SH,Kim SY,Lee SS.Sensitivity of CT colonography for nonpolypoid colorectal lesions interpreted by human readers and with computer-aided detection.Am J Roentgenol 2009;193:70-78.
  • 7Taylor SA,Brittenden J,Lenton J,Lambie H,Goldstone A,Wylie PN,et al.Influence of computer-aided detection false-positives on reader performance and diagnostic confidence for CT colonography.Am J Roentgenol 2009; 192:1682-1689.
  • 8Li J,Huang A,Yao J,Liu J,Van Uitert RL,Petrick N,et al.Optimizing computer-aided colonic polyp detection for CT colonography by evolving the Pareto fronta.Med Phys 2009;36:201-212.
  • 9Dachman AH,Obuchowski NA,Hoffmeister JW,Hinshaw JL,Frew MI,Winter TC,et al.Effect of computer-aided detection for CT colonography in a multireader,multicase trial.Radiology 2010; 256:827-835.
  • 10Suzuki N,lgnjatovic A,Burling D,Taylor SA.CT colonography and non-polypoid colorectal neoplasms.Gastrointest Endosc Clin N Am 2010; 20:565-572.

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