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

页码：233 / 236

页数：4

共 50 条

[21] Radiologists' ability of using computer-aided diagnosis (CAD) to improve breast biopsy recommendations [J].

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[22] Computer-aided diagnosis scheme for identifying histological classification of clustered microcalcifications by use of follow-up magnification mammograms [J].

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[23] History of computer-aided diagnosis (CAD) technology [J].

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[24] ROC study: Effects of computer-aided diagnosis on radiologists' characterization of malignant and benign breast masses in temporal pairs of mammograms [J].

Hadjiiski, L ;

Chan, HP ;

Sahiner, B ;

Helvie, MA ;

Roubidoux, M ;

Blane, C ;

Paramagul, C ;

Petrick, N ;

Bailey, J ;

Klein, K ;

Foster, M ;

Patterson, S ;

Adler, D ;

Nees, A ;

Shen, J .

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[25] Computer-aided diagnosis for detection of clustered microcalcifications in mammograms: Automated optimization of performance based on genetic algorithm [J].

Yoshida, H ;

Anastasio, MA ;

Nagel, R ;

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[26] COMPUTER-AIDED DETECTION OF CLUSTERED MICROCALCIFICATIONS ON DIGITAL MAMMOGRAMS [J].

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GIGER, ML ;

DOI, K ;

VYBORNY, CJ ;

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[27] COMPUTER-AIDED DETECTION OF CLUSTERED MICROCALCIFICATIONS IN DIGITIZED MAMMOGRAMS [J].

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GOOD, W ;

GUR, D .

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[28] Computer-aided detection of clustered microcalcifications on digital mammograms [J].

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Giger, M.L. ;

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Vyborny, C.J. ;

Schmidt, R.A. .

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[29] Computer-aided diagnosis of breast cancer based on analysis of microcalcifications [J].

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[30] Reducing data and false detections in computer-aided diagnosis of microcalcifications [J].

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