Computer-aided detection (CAD) in mammography: Does it help the junior or the senior radiologist?

被引:46
作者
Balleyguier, C
Kinkel, K
Fermanian, J
Malan, S
Djen, G
Taourel, P
Helenon, O
机构
[1] Inst Gustave Roussy, Dept Radiol, F-94805 Villejuif, France
[2] Clin Grangettes, Dept Radiol, Geneva, Switzerland
[3] Hop Necker Enfants Malad, Dept Stat, Paris, France
[4] Hop Necker Enfants Malad, Adult Radiol Dept, Paris, France
[5] Lapeyronie Hosp, Dept Radiol, Montpellier, France
关键词
computers; diagnosis aid; educational aid; breast neoplasms;
D O I
10.1016/j.ejrad.2004.11.021
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
Objectives: To evaluate the impact of a computer-aided detection (CAD) system on the ability of a junior and senior radiologist to detect breast cancers on mammograms, and to determine the potential of CAD as a teaching tool in mammography. Methods: Hundred biopsy-proven cancers and 100 normal mammograms, were randomly analyzed by a CAD system. The sensitivity (Se) and specificity (Sp) of the CAD system were calculated. In the second phase, to simulate daily practice, 110 mammograms (97 normal or with benign lesions, and 13 cancers) were examined independently by a junior and a senior radiologist, with and without CAD. Interpretations were standardized according to BI-RADS classification. Sensitivity, Specificity, positive and negative predictive values (PPV, NPV) were calculated for each session. Results: For the senior radiologist, Se slightly improved from 76.9 to 84.6% after CAD analysis (NS) (one case of clustered microcalcifications case overlooked by the senior radiologist was detected by CAD). Sp, PPV and PNV did not change significantly. For the junior radiologist, Se improved from 61.9 to 84.6% (significant change). Three cancers overlooked by the junior radiologist were detected by CAD. Sp was unchanged. Conclusion: CAD mammography proved more useful for the junior than for the senior radiologist, improving sensitivity. The CAD system may represent a useful educational tool for mammography. (c) 2005 Elsevier Ireland Ltd. All rights reserved.
引用
收藏
页码:90 / 96
页数:7
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