The current status of risk-stratified breast screening
Apart from high-risk scenarios such as the presence of highly penetrant genetic mutations,
breast screening typically comprises mammography or tomosynthesis strategies defined by …
breast screening typically comprises mammography or tomosynthesis strategies defined by …
[HTML][HTML] Artificial intelligence and early detection of pancreatic cancer: 2020 summative review
Despite considerable research efforts, pancreatic cancer is associated with a dire prognosis
and a 5-year survival rate of only 10%. Early symptoms of the disease are mostly …
and a 5-year survival rate of only 10%. Early symptoms of the disease are mostly …
Breast cancer screening for women at higher-than-average risk: updated recommendations from the ACR
Early detection decreases breast cancer death. The ACR recommends annual screening
beginning at age 40 for women of average risk and earlier and/or more intensive screening …
beginning at age 40 for women of average risk and earlier and/or more intensive screening …
A deep learning mammography-based model for improved breast cancer risk prediction
Background Mammographic density improves the accuracy of breast cancer risk models.
However, the use of breast density is limited by subjective assessment, variation across …
However, the use of breast density is limited by subjective assessment, variation across …
Toward robust mammography-based models for breast cancer risk
Improved breast cancer risk models enable targeted screening strategies that achieve
earlier detection and less screening harm than existing guidelines. To bring deep learning …
earlier detection and less screening harm than existing guidelines. To bring deep learning …
Breast cancer prevention in high-risk women
MA Thorat, R Balasubramanian - … Practice & Research Clinical Obstetrics & …, 2020 - Elsevier
Women at high risk of developing breast cancer are a heterogeneous group of women
including those with and without high-risk germline mutation/s. Prevention in these women …
including those with and without high-risk germline mutation/s. Prevention in these women …
Beyond breast density: risk measures for breast cancer in multiple imaging modalities
RJ Acciavatti, SH Lee, B Reig, L Moy, EF Conant… - Radiology, 2023 - pubs.rsna.org
Breast density is an independent risk factor for breast cancer. In digital mammography and
digital breast tomosynthesis, breast density is assessed visually using the four-category …
digital breast tomosynthesis, breast density is assessed visually using the four-category …
Comparison of a deep learning risk score and standard mammographic density score for breast cancer risk prediction
Background Most risk prediction models for breast cancer are based on questionnaires and
mammographic density assessments. By training a deep neural network, further information …
mammographic density assessments. By training a deep neural network, further information …
Long-term accuracy of breast cancer risk assessment combining classic risk factors and breast density
Importance Accurate long-term breast cancer risk assessment for women attending routine
screening could help reduce the disease burden and intervention-associated harms by …
screening could help reduce the disease burden and intervention-associated harms by …
10-year performance of four models of breast cancer risk: a validation study
MB Terry, Y Liao, AS Whittemore, N Leoce… - The Lancet …, 2019 - thelancet.com
Background Independent validation is essential to justify use of models of breast cancer risk
prediction and inform decisions about prevention options and screening. Few independent …
prediction and inform decisions about prevention options and screening. Few independent …