Assessing Radiologist Performance Using Combined Digital Mammography and Breast Tomosynthesis Compared with Digital Mammography Alone: Results of a Multicenter, Multireader Trial
Elizabeth A. Rafferty,Jeong Mi Park,Liane E. Philpotts,Steven P. Poplack,Jules H. Sumkin,Elkan F. Halpern,Loren Niklason +6 more
TLDR
Addition of tomosynthesis to digital mammography offers the dual benefit of significantly increased diagnostic accuracy and significantly reduced recall rates for noncancer cases.Abstract:
The addition of tomosynthesis to digital mammography offers the dual benefit of improved diagnostic accuracy and significant reduction in false-positive recall rate, thereby avoiding unnecessary additional testing and decreasing attendant anxiety, inconvenience, and cost for women.read more
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Generalized Roe and Metz receiver operating characteristic model: analytic link between simulated decision scores and empirical AUC variances and covariances
TL;DR: This work provides the theoretical foundation and validation for a Java application called iRoeMetz that can simulate multireader multicase ROC studies and numerically calculate the corresponding variances and covariances of the empirical AUC.
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A comparison between digital breast tomosynthesis and full-field digital mammography for the detection of breast cancers.
Woo Jung Choi,Hak Hee Kim,Sun Young Lee,Eun Young Chae,Hee Jung Shin,Joo Hee Cha,Byung Ho Son,Sei Hyun Ahn,Young-Wook Choi +8 more
TL;DR: Good agreement in lesion detection and characterization between FFDM and DBT images showed and it was demonstrated that combining DBT and FFDM is superior in detecting cancer compared to standard FFDM.
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The role of digital breast tomosynthesis in the breast assessment clinic: a review
TL;DR: The role of DBT for use in breast cancer assessment and its future in biopsy is evaluated, with a focus on the development of a new technique, a limited angle cone beam pseudo‐three‐dimensional tomosynthesis, DBT.
Journal ArticleDOI
Virtual Clinical Trials in Medical Imaging System Evaluation and Optimisation.
Bruno Barufaldi,Andrew D. A. Maidment,Magnus Dustler,Rebecca Axelsson,Hanna Tomic,Sophia Zackrisson,Anders Tingberg,Predrag R. Bakic +7 more
TL;DR: OpenVCT as mentioned in this paper is an open-source framework for conducting virtual clinical trials (VCTs) of medical imaging, with a particular focus on breast imaging, which can be used to evaluate and optimise medical imaging systems.
Journal ArticleDOI
Diagnosis of breast cancer based on modern mammography using hybrid transfer learning
Aditya Khamparia,Subrato Bharati,Prajoy Podder,Deepak Gupta,Ashish Khanna,Thai Kim Phung,Dang N. H. Thanh +6 more
TL;DR: In this article, a hybrid transfer learning model (a fusion of Modified VGG (MVGG) and ImageNet) is proposed and implemented on datasets of 2D and 3D images of mammograms.
References
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Screening for Lung Cancer: U.S. Preventive Services Task Force Recommendation Statement
TL;DR: Although lung cancer screening is not an alternative to smoking cessation, the USPSTF found adequate evidence that annual screening for lung cancer with LDCT in a defined population of high-risk persons can prevent a substantial number of lung cancerrelated deaths.
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REDUCTION IN MORTALITY FROM BREAST CANCER AFTER MASS SCREENING WITH MAMMOGRAPHY: Randomised Trial from the Breast Cancer Screening Working Group of the Swedish National Board of Health and Welfare
Laszlo Tabar,Laszlo Tabar,Laszlo Tabar,Adel Gad,Adel Gad,Adel Gad,L. H. Holmberg,L. H. Holmberg,L. H. Holmberg,U. Ljungquist,U. Ljungquist,U. Ljungquist,C.J.G Fagerberg,C.J.G Fagerberg,C.J.G Fagerberg,L. Baldetorp,L. Baldetorp,L. Baldetorp,O Gröntoft,O Gröntoft,O Gröntoft,B. Lundström,B. Lundström,B. Lundström,J. C. Månson,J. C. Månson,J. C. Månson,Gunnar Eklund,Gunnar Eklund,Gunnar Eklund,N.E Day,N.E Day,N.E Day,F. Pettersson,F. Pettersson,F. Pettersson +35 more
TL;DR: 7 years after the start of the study the excess of stage I cancers in the study group largely outweighs the deficit of advanced cancers, and the results to the end of 1984 show a 31% reduction in mortality from breast cancer and a 25% reduced in the rate of stage II or more advanced breast cancers.
Journal ArticleDOI
Diagnostic Performance of Digital versus Film Mammography for Breast-Cancer Screening
Etta D. Pisano,Constantine Gatsonis,Edward Hendrick,Martin J. Yaffe,Janet K. Baum,Suddhasatta Acharyya,Emily F. Conant,Laurie L. Fajardo,Lawrence W. Bassett,Roberta A. Jong,Murray Rebner +10 more
TL;DR: The overall diagnostic accuracy of digital and film mammography as a means of screening for breast cancer is similar, but digital mammography is more accurate in women under the age of 50 years, women with radiographically dense breasts, and premenopausal or perimenopausal women.
Journal ArticleDOI
Screening for Breast Cancer: US Preventive Services Task Force Recommendation Statement
Ned Calonge,Diana B. Petitti,Thomas G. DeWitt,Allen J. Dietrich,Kimberly D. Gregory,David C. Grossman,George Isham,Michael L. LeFevre,Rosanne M. Leipzig,Lucy N. Marion,Bernadette Mazurek Melnyk,Virginia A. Moyer,Judith K. Ockene,George F. Sawaya,J. Sanford Schwartz,Timothy J Wilt,US Preventive Serv Task Force +16 more
TL;DR: The USPSTF concludes that the current evidence is insufficient to assess additional benefits and harms of either digital mammography or magnetic resonance imaging instead of film mammography as screening modalities for breast cancer.
Journal ArticleDOI
Individual and combined effects of age, breast density, and hormone replacement therapy use on the accuracy of screening mammography.
Patricia A. Carney,Diana L. Miglioretti,Bonnie C. Yankaskas,Karla Kerlikowske,Robert D. Rosenberg,Carolyn M. Rutter,Berta M. Geller,Linn Abraham,Steven H. Taplin,Mark Dignan,Gary Cutter,Rachel Ballard-Barbash +11 more
TL;DR: The accuracy of screening mammography is best in older women and in women with fatty breasts, and the individual and combined effects of age, breast density, and HRT use on mammographic accuracy are examined.