Artificial intelligence to support person-centred care in breast imaging-A scoping review
M Champendal, L Marmy, C Malamateniou… - Journal of medical …, 2023 - Elsevier
Abstract Aim To overview Artificial Intelligence (AI) developments and applications in breast
imaging (BI) focused on providing person-centred care in diagnosis and treatment for breast …
imaging (BI) focused on providing person-centred care in diagnosis and treatment for breast …
Studies of parenchymal texture added to mammographic breast density and risk of breast cancer: a systematic review of the methods used in the literature
A Anandarajah, Y Chen, GA Colditz, A Hardi… - Breast Cancer …, 2022 - Springer
This systematic review aimed to assess the methods used to classify mammographic breast
parenchymal features in relation to the prediction of future breast cancer. The databases …
parenchymal features in relation to the prediction of future breast cancer. The databases …
Blood DNA methylation profiles improve breast cancer prediction
Although blood DNA methylation (DNAm) profiles are reported to be associated with breast
cancer incidence, they have not been widely used in breast cancer risk assessment. Among …
cancer incidence, they have not been widely used in breast cancer risk assessment. Among …
Causal relationships between breast cancer risk factors based on mammographic features
Background Mammogram risk scores based on texture and density defined by different
brightness thresholds are associated with breast cancer risk differently and could reveal …
brightness thresholds are associated with breast cancer risk differently and could reveal …
Interval breast cancer risk associations with breast density, family history and breast tissue aging
Interval breast cancers (those diagnosed between recommended mammography screens)
generally have poorer outcomes and are more common among women with dense breasts …
generally have poorer outcomes and are more common among women with dense breasts …
Joint association of mammographic density adjusted for age and body mass index and polygenic risk score with breast cancer risk
CM Vachon, CG Scott, RM Tamimi, DJ Thompson… - Breast cancer …, 2019 - Springer
Background Mammographic breast density, adjusted for age and body mass index, and a
polygenic risk score (PRS), comprised of common genetic variation, are both strong risk …
polygenic risk score (PRS), comprised of common genetic variation, are both strong risk …
Variance of age-specific log incidence decomposition (VALID): a unifying model of measured and unmeasured genetic and non-genetic risks
Background The extent to which known and unknown factors explain how much people of
the same age differ in disease risk is fundamental to epidemiology. Risk factors can be …
the same age differ in disease risk is fundamental to epidemiology. Risk factors can be …
Novel mammogram‐based measures improve breast cancer risk prediction beyond an established mammographic density measure
Mammograms contain information that predicts breast cancer risk. We developed two novel
mammogram‐based breast cancer risk measures based on image brightness …
mammogram‐based breast cancer risk measures based on image brightness …
Going beyond conventional mammographic density to discover novel mammogram-based predictors of breast cancer risk
This commentary is about predicting a woman's breast cancer risk from her mammogram,
building on the work of Wolfe, Boyd and Yaffe on mammographic density. We summarise …
building on the work of Wolfe, Boyd and Yaffe on mammographic density. We summarise …
Association and prediction utilizing craniocaudal and mediolateral oblique view digital mammography and long-term breast cancer risk
S Chen, RM Tamimi, GA Colditz, S Jiang - Cancer Prevention Research, 2023 - AACR
Mammographic percentage of volumetric density is an important risk factor for breast cancer.
Epidemiology studies historically used film images often limited to craniocaudal (CC) views …
Epidemiology studies historically used film images often limited to craniocaudal (CC) views …