Comparative analysis of image-based phenotypes of mammographic density and parenchymal patterns in distinguishing between BRCA1/2 cases, unilateral cancer …
We statistically compare the contributions of parenchymal phenotypes to mammographic
density in distinguishing between high-risk cases and low-risk controls. The age-matched …
density in distinguishing between high-risk cases and low-risk controls. The age-matched …
Computerized analysis of mammographic parenchymal patterns for assessing breast cancer risk: effect of ROI size and location
The long‐term goal of our research is to develop computerized radiographic markers for
assessing breast density and parenchymal patterns that may be used together with clinical …
assessing breast density and parenchymal patterns that may be used together with clinical …
Computerized texture analysis of mammographic parenchymal patterns of digitized mammograms1
RATIONALE AND OBJECTIVES: Mammographic density and parenchymal patterns have
been shown to be related to the risk of developing breast cancer. Thus, computerized texture …
been shown to be related to the risk of developing breast cancer. Thus, computerized texture …
[HTML][HTML] Relationships between computer-extracted mammographic texture pattern features and BRCA1/2mutation status: a cross-sectional study
GL Gierach, H Li, JT Loud, MH Greene, CK Chow… - Breast Cancer …, 2014 - Springer
Introduction Mammographic density is similar among women at risk of either sporadic or
BRCA1/2-related breast cancer. It has been suggested that digitized mammographic images …
BRCA1/2-related breast cancer. It has been suggested that digitized mammographic images …
Breast parenchymal patterns in processed versus raw digital mammograms: A large population study toward assessing differences in quantitative measures across …
A Gastounioti, A Oustimov, BM Keller… - Medical …, 2016 - Wiley Online Library
Purpose With raw digital mammograms (DMs), which retain the relationship with x‐ray
attenuation of the breast tissue, not being routinely available, processed DMs are often the …
attenuation of the breast tissue, not being routinely available, processed DMs are often the …
Beyond breast density: radiomic phenotypes enhance assessment of breast cancer risk
K Pinker - Radiology, 2019 - pubs.rsna.org
The concept of characterizing mammographic parenchymal patterns for breast cancer risk
assessment dates to 1976. Initial classification systems incorporated qualitative or …
assessment dates to 1976. Initial classification systems incorporated qualitative or …
Power spectral analysis of mammographic parenchymal patterns for breast cancer risk assessment
Purpose: The purpose of the study was to evaluate the usefulness of power law spectral
analysis on mammographic parenchymal patterns in breast cancer risk assessment …
analysis on mammographic parenchymal patterns in breast cancer risk assessment …
Automatic classification of mammographic parenchymal patterns: A statistical approach
S Petroudi, T Kadir, M Brady - Proceedings of the 25th annual …, 2003 - ieeexplore.ieee.org
Breast parenchymal density has been found to be a strong indicator for breast cancer risk,
however, to date, measures of breast density are qualitative and require the judgement of …
however, to date, measures of breast density are qualitative and require the judgement of …
Computerized analysis of mammographic parenchymal patterns for breast cancer risk assessment: feature selection
Our purpose in this study was to identify computer‐extracted, mammographic parenchymal
patterns that are associated with breast cancer risk. We extracted 14 features from the …
patterns that are associated with breast cancer risk. We extracted 14 features from the …
Mammographic variation measures, breast density, and breast cancer risk
J Heine, E Fowler, CG Scott… - American Journal of …, 2021 - Am Roentgen Ray Soc
OBJECTIVE. Our previous work showed that variation measures, which represent breast
architecture derived from mammograms, were significantly associated with breast cancer …
architecture derived from mammograms, were significantly associated with breast cancer …