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Nature Machine Intelligence, 2021
Interpretability in machine learning models is important in high-stakes decisions such as whether to order a biopsy based on a mammographic exam. Mammography poses important challenges that are not present in other computer vision tasks: datasets are ...
A. Barnett +6 more
semanticscholar +1 more source
Interpretability in machine learning models is important in high-stakes decisions such as whether to order a biopsy based on a mammographic exam. Mammography poses important challenges that are not present in other computer vision tasks: datasets are ...
A. Barnett +6 more
semanticscholar +1 more source
A Deep Learning Mammography-based Model for Improved Breast Cancer Risk Prediction.
Radiology, 2019Background Mammographic density improves the accuracy of breast cancer risk models. However, the use of breast density is limited by subjective assessment, variation across radiologists, and restricted data.
Adam Yala +4 more
semanticscholar +1 more source
Contemporary Diagnostic Radiology, 1998
In digital mammography, the processes of image acquisition, display, and storage are separated, which allows optimization of each. Radiation transmitted through the breast is absorbed by an electronic detector, the response of which is faithful over a wide range of intensities.
Etta D, Pisano, Martin J, Yaffe
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In digital mammography, the processes of image acquisition, display, and storage are separated, which allows optimization of each. Radiation transmitted through the breast is absorbed by an electronic detector, the response of which is faithful over a wide range of intensities.
Etta D, Pisano, Martin J, Yaffe
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Current Opinion in Obstetrics and Gynecology, 2001
Breast cancer is the most common female malignancy in the USA and second only to lung malignancy in cancer mortality. The only screening modality that effectively detects early breast cancer and decreases mortality is mammography. Because many females turn to obstetrician gynecologists for breast cancer screening, an understanding of the benefits and ...
J J, Bomalaski +3 more
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Breast cancer is the most common female malignancy in the USA and second only to lung malignancy in cancer mortality. The only screening modality that effectively detects early breast cancer and decreases mortality is mammography. Because many females turn to obstetrician gynecologists for breast cancer screening, an understanding of the benefits and ...
J J, Bomalaski +3 more
openaire +2 more sources
Medical Oncology and Tumor Pharmacotherapy, 1991
A comparison is made of breast cancer mortality in women included in a mammography screening program, including those who refused to attend, and women who were not included--even those who underwent voluntary mammography. About 215,000 women in five different studies showed between 4 and 24% reduction of mortality; however, this was significant in only
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A comparison is made of breast cancer mortality in women included in a mammography screening program, including those who refused to attend, and women who were not included--even those who underwent voluntary mammography. About 215,000 women in five different studies showed between 4 and 24% reduction of mortality; however, this was significant in only
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Ultrasound mammography: a comparison with radiographic mammography.
Radiology, 1981The results of 1,029 ultrasound B-scan examinations of the breast using two automated water-path scanners were correlated with histopathology data in 278 patients who had undergone biopsy. Of the 1,029 patients, a subgroup of 709 patients had both ultrasound mammograms (USM) and radiographic mammograms (XRM) obtained. A sensitivity for breast cancer of
C Cole-Beuglet +5 more
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Radiology, 2019
Background Digital breast tomosynthesis (DBT) is replacing digital mammography (DM) in the clinical workflow. Currently, there are limited prospective studies comparing the diagnostic accuracy of both examinations and the role of synthetic mammography ...
P. Skaane +7 more
semanticscholar +1 more source
Background Digital breast tomosynthesis (DBT) is replacing digital mammography (DM) in the clinical workflow. Currently, there are limited prospective studies comparing the diagnostic accuracy of both examinations and the role of synthetic mammography ...
P. Skaane +7 more
semanticscholar +1 more source
Clinical Obstetrics and Gynecology, 1989
Mammography is the tool of choice for evaluation of the breast. It is the immediate obligation of the obstetrician-gynecologist to increase the utilization of screening mammography. It is the immediate obligation of the radiologist to reduce the cost of mammography and to increase understanding of the postlumpectomy, postradiation therapy mammogram.
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Mammography is the tool of choice for evaluation of the breast. It is the immediate obligation of the obstetrician-gynecologist to increase the utilization of screening mammography. It is the immediate obligation of the radiologist to reduce the cost of mammography and to increase understanding of the postlumpectomy, postradiation therapy mammogram.
openaire +2 more sources
JAMA, 1966
Breast cancer is the leading cause of death from cancer among women in the United States. It casts a shadow over the lives of one of every 19 women. And, despite all research and clinical efforts, there has been no significant reduction in the breast cancer death rate over the past 30 years. Efforts to find a way to reduce mortality from breast cancer
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Breast cancer is the leading cause of death from cancer among women in the United States. It casts a shadow over the lives of one of every 19 women. And, despite all research and clinical efforts, there has been no significant reduction in the breast cancer death rate over the past 30 years. Efforts to find a way to reduce mortality from breast cancer
openaire +3 more sources
The development of mammography [PDF]
Physics in Medicine and Biology, 2006 This review traces the development of mammography physics over the last 50 years, concentrating mainly on technological changes and their inter-relations. It has been written for physicists with no specific mammography experience but a general interest in radiology, as much as for those with recent involvement in mammography.
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