Improvement in radiologists' diagnosis of malignant and benign clustered microcalcifications by the use of computer-aided diagnosis (CAD)

被引：0
|
作者：
Jiang, Y [1 ]
Nishikawa, RM [1 ]
Schmidt, RA [1 ]
Metz, CE [1 ]
Giger, ML [1 ]
Doi, K [1 ]
机构：
[1] Univ Chicago, Dept Radiol, Kurt Rossmann Labs Radiol Image Res, Chicago, IL 60637 USA
来源：
COMPUTER-AIDED DIAGNOSIS IN MEDICAL IMAGING | 1999年 / 1182卷
关键词：
D O I：
暂无
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：
We are developing a computer scheme to classify clustered microcalcifications in mammograms as malignant or benign. The purpose of this paper is to describe an observer study designed to test whether this computer scheme can be used by radiologists to improve the accuracy of the diagnosis for malignant and benign microcalcifications and to improve biopsy recommendations. This study showed that our computer scheme helped ten radiologists experienced in mammography to reduce the number of biopsy recommendations on benign lesions by 10% while correctly diagnosed 14% more cancers.
引用
收藏
页码：233 / 236
页数：4
相关论文
共 50 条
  • [1] Benefits of computer-aided diagnosis (CAD) in mammographic diagnosis of malignant and benign clustered microcalcifications
    Jiang, YL
    Nishikawa, RM
    Schmidt, RA
    Metz, CE
    Giger, ML
    Doi, K
    DIGITAL MAMMOGRAPHY, 1998, 13 : 215 - 220
  • [2] IMPROVEMENT IN RADIOLOGISTS DETECTION OF CLUSTERED MICROCALCIFICATIONS ON MAMMOGRAMS - THE POTENTIAL OF COMPUTER-AIDED DIAGNOSIS
    CHAN, HP
    DOI, K
    VYBORNY, CJ
    SCHMIDT, RA
    METZ, CE
    LAM, KL
    OGURA, T
    WU, YZ
    MACMAHON, H
    INVESTIGATIVE RADIOLOGY, 1990, 25 (10) : 1102 - 1110
  • [3] Effects of computer-aided diagnosis (CAD) on radiologists' classification of malignant and benign masses on mammograms: An ROC study
    Chan, H
    Sahiner, B
    Helvie, MA
    Paramugul, CP
    Newman, JS
    Gopal, S
    RADIOLOGY, 1997, 205 : 574 - 574
  • [4] Computer-aided diagnosis (CAD) of screening mammography compared to diagnosis by radiologists
    Logan-Young, WW
    Bonaccio, E
    Destounis, SV
    DiNitto, P
    Zuley, ML
    Willison, K
    RADIOLOGY, 2001, 221 : 473 - 473
  • [5] A computer-aided diagnostic scheme for classification of malignant and benign clustered microcalcifications in mammograms
    Jiang, YL
    Nishikawa, RM
    Metz, CE
    Wolverton, DE
    Schmidt, RA
    Papaioannou, J
    Doi, K
    DIGITAL MAMMOGRAPHY '96, 1996, 1119 : 219 - 224
  • [6] Retrieval boosted computer-aided diagnosis of clustered microcalcifications for breast cancer
    Jing, Hao
    Yang, Yongyi
    Nishikawa, Robert M.
    MEDICAL PHYSICS, 2012, 39 (02) : 676 - 685
  • [7] Evaluation of a computerized classification scheme for clustered microcalcifications for computer-aided diagnosis
    Jiang, Y
    Nishikawa, RM
    Schmidt, RA
    Wolverton, DE
    Comstock, CE
    RADIOLOGY, 1996, 201 : 1304 - 1304
  • [8] Automated detection and classification of clustered microcalcifications: A computer-aided diagnosis system
    Kaufmann, GH
    Salfity, MF
    Granitto, PM
    Ceccatto, HA
    Gardiol, EA
    Gardiol, AA
    Venier, RJ
    Gil, AB
    Velloso, JA
    Begnis, MS
    Monti, J
    21ST INTERNATIONAL CONGRESS OF RADIOLOGY, 2000, : 73 - 78
  • [9] Improvement in radiologists' characterization of malignant and benign breast masses on serial mammograms with computer-aided diagnosis: An ROC study
    Hadjiiski, L
    Chan, HP
    Sahiner, B
    Helvie, MA
    Roubidoux, MA
    Blane, C
    Paramagul, C
    Petrick, N
    Bailey, J
    Klein, K
    Foster, M
    Patterson, S
    Adler, D
    Nees, A
    Shen, J
    RADIOLOGY, 2004, 233 (01) : 255 - 265
  • [10] Computer-aided diagnosis: Computerized classification of malignant and benign microcalcifications on full field digital mammograms
    Chan, HP
    Hadjiiski, L
    Ge, J
    Sahiner, B
    Helvie, M
    MEDICAL PHYSICS, 2005, 32 (06) : 2120 - 2120
12345