Computer-aided detection of polyps in CT colonography:: effect of feature-guided polyp segmentation

被引:0
作者
Näppi, J [1 ]
Yoshida, H [1 ]
机构
[1] Univ Chicago, Dept Radiol, Chicago, IL 60637 USA
来源
CARS 2002: COMPUTER ASSISTED RADIOLOGY AND SURGERY, PROCEEDINGS | 2002年
关键词
computer-aided detection; colorectal cancer; CT colonography;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
We evaluated the effect of our novel feature-guided polyp segmentation technique on the reduction of false-positive (FP) colorectal polyp findings generated by our computer-aided diagnosis (CAD) scheme for the detection of colonic polyps in CT colonography (CTC). A total of 72 patients, including 14 patients with 21 colorectal polyp findings, were used in the evaluation. At a 100% (95%) by-patient (by-polyp) sensitivity level, the FP rate was 1.9 FPs (1.9 FPs) per patient for the round-robin analysis. The results indicate that our CAD scheme has the potential of making CTC a viable option for screening of colonic polyps in large patient populations.
引用
收藏
页码:749 / 754
页数:4
相关论文
共 11 条
  • [1] Gonzalez R.C., 1992, DIGITAL IMAGE PROCES
  • [2] Lohmann G., 1998, Volumetric image analysis
  • [3] Automated detection of polyps with CT colonography:: Evaluation of volumetric features for reduction of false-positive findings
    Näppi, J
    Yoshida, H
    [J]. ACADEMIC RADIOLOGY, 2002, 9 (04) : 386 - 397
  • [4] NAPPI J, 2002, IN PRESS P SPIE, V4683
  • [5] THE NATIONAL POLYP STUDY - PATIENT AND POLYP CHARACTERISTICS ASSOCIATED WITH HIGH-GRADE DYSPLASIA IN COLORECTAL ADENOMAS
    OBRIEN, MJ
    WINAWER, SJ
    ZAUBER, AG
    GOTTLIEB, LS
    STERNBERG, SS
    DIAZ, B
    DICKERSIN, GR
    EWING, S
    GELLER, S
    KASIMIAN, D
    KOMOROWSKI, R
    SZPORN, A
    [J]. GASTROENTEROLOGY, 1990, 98 (02) : 371 - 379
  • [6] COLON-CANCER - A REVIEW OF THE EPIDEMIOLOGY
    POTTER, JD
    SLATTERY, ML
    BOSTICK, RM
    GAPSTUR, SM
    [J]. EPIDEMIOLOGIC REVIEWS, 1993, 15 (02) : 499 - 545
  • [7] PREVENTION OF COLORECTAL-CANCER BY COLONOSCOPIC POLYPECTOMY
    WINAWER, SJ
    ZAUBER, AG
    HO, MN
    OBRIEN, MJ
    GOTTLIEB, LS
    STERNBERG, SS
    WAYE, JD
    SCHAPIRO, M
    BOND, JH
    PANISH, JF
    ACKROYD, F
    SHIKE, M
    KURTZ, RC
    HORNSBYLEWIS, L
    GERDES, H
    STEWART, ET
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 1993, 329 (27) : 1977 - 1981
  • [8] Colorectal neoplasia: Performance characteristics of CT colonography for detection in 300 patients
    Yee, J
    Akerkar, GA
    Hung, RK
    Steinauer-Gebauer, AM
    Wall, SD
    McQuaid, KR
    [J]. RADIOLOGY, 2001, 219 (03) : 685 - 692
  • [9] Computerized detection of colonic polyps at CT colonography on the basis of volumetric features: Pilot study
    Yoshida, H
    Masutani, Y
    MacEneaney, P
    Rubin, DT
    Dachman, AH
    [J]. RADIOLOGY, 2002, 222 (02) : 327 - 336
  • [10] Three-dimensional computer-aided diagnosis scheme for detection of colonic polyps
    Yoshida, H
    Näppi, J
    [J]. IEEE TRANSACTIONS ON MEDICAL IMAGING, 2001, 20 (12) : 1261 - 1274