CADe for Early Detection of Breast Cancer - Current Status and Why We Need to Continue to Explore New Approaches

被引:33
作者
Nishikawa, Robert M. [1 ]
Gur, David [1 ]
机构
[1] Univ Pittsburgh, Dept Radiol, Pittsburgh, PA 15213 USA
关键词
Computer-aided detection; computer-aided diagnosis; breast imaging; mammographic screening; COMPUTER-AIDED DETECTION;
D O I
10.1016/j.acra.2014.05.018
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
The authors describe where we are in terms of using computer-aided detection (CADe) systems during clinical mammographic interpretations, what are the issues that we face, and why they believe that, despite disappointment in terms of verified added value when it comes to detection of soft tissue abnormalities, we need to continue to explore new approaches to improving CADe-alone performance levels and, more important perhaps, new approaches to optimal communication of CADe-generated information.
引用
收藏
页码:1320 / 1321
页数:2
相关论文
共 5 条
[1]   Assessing the Stand-Alone Sensitivity of Computer-Aided Detection With Cancer Cases From the Digital Mammographic Imaging Screening Trial [J].
Cole, Elodia B. ;
Zhang, Zheng ;
Marques, Helga S. ;
Nishikawa, Robert M. ;
Hendrick, R. Edward ;
Yaffe, Martin J. ;
Padungchaichote, Wittaya ;
Kuzmiak, Cherie ;
Chayakulkheeree, Jatuporn ;
Conant, Emily F. ;
Fajardo, Laurie L. ;
Baum, Janet ;
Gatsonis, Constantine ;
Pisano, Etta .
AMERICAN JOURNAL OF ROENTGENOLOGY, 2012, 199 (03) :W392-W401
[2]   Changes in breast cancer detection and mammography recall rates after the introduction of a computer-aided detection system [J].
Gur, D ;
Sumkin, JH ;
Rockette, HE ;
Ganott, M ;
Hakim, C ;
Hardesty, L ;
Poller, WR ;
Shah, R ;
Wallace, L .
JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2004, 96 (03) :185-190
[3]   Computer-aided Detection of Masses at Mammography: Interactive Decision Support versus Prompts [J].
Hupse, Rianne ;
Samulski, Maurice ;
Lobbes, Marc B. ;
Mann, Ritse M. ;
Mus, Roel ;
den Heeten, Gerard J. ;
Beijerinck, David ;
Pijnappel, Ruud M. ;
Boetes, Carla ;
Karssemeijer, Nico .
RADIOLOGY, 2013, 266 (01) :123-129
[4]   Clinically Missed Cancer: How Effectively Can Radiologists Use Computer-Aided Detection? [J].
Nishikawa, Robert M. ;
Schmidt, Robert A. ;
Linver, Michael N. ;
Edwards, Alexandra V. ;
Papaioannou, John ;
Stull, Margaret A. .
AMERICAN JOURNAL OF ROENTGENOLOGY, 2012, 198 (03) :708-716
[5]   Soft-copy mammographic readings with different computer-assisted detection cuing environments: Preliminary findings [J].
Zheng, B ;
Ganott, MA ;
Britton, CA ;
Hakim, CM ;
Hardesty, LA ;
Chang, TS ;
Rockette, HE ;
Gur, D .
RADIOLOGY, 2001, 221 (03) :633-640