[HTML][HTML] Molecular subtypes and imaging phenotypes of breast cancer

N Cho - Ultrasonography, 2016 - ncbi.nlm.nih.gov
… In this article, the clinical implications of breast cancer subtypes and the imaging phenotypes
of each subtype are reviewed to help radiologists understand breast cancer biology and …

Identification of intrinsic imaging phenotypes for breast cancer tumors: preliminary associations with gene expression profiles

AB Ashraf, D Daye, S Gavenonis, C Mies, M Feldman… - Radiology, 2014 - pubs.rsna.org
… the clustered imaging features in our heat map indicate a more infiltrative phenotype for high-…
Our results suggest that intrinsic imaging phenotypes exist for breast cancer tumors and are …

Mammographic, US, and MR Imaging Phenotypes of Familial Breast Cancer1

S Schrading, CK Kuhl - Radiology, 2008 - pubs.rsna.org
… Our results suggest that the imaging phenotype of breast cancers that arose in women at
increased familial risk differs from that of cancers found in women at average risk and that it …

Magnetic resonance imaging phenotypes of breast cancer molecular subtypes: A systematic review

N Ab Mumin, MTR Hamid, JHD Wong, K Rahmat… - Academic radiology, 2022 - Elsevier
… modality in detecting breast cancer. The purpose of this systematic review is to investigate
the role of human extracted MRI phenotypes in classifying molecular subtypes of breast cancer

Identifying relations between imaging phenotypes and molecular subtypes of breast cancer: model discovery and external validation

J Wu, X Sun, J Wang, Y Cui, F Kato… - … Resonance Imaging, 2017 - Wiley Online Library
… In addition, we downloaded publicly available breast cancer cases (n = 139) through The
Cancer Imaging Archive (TCIA) for The Cancer Genome Atlas (TCGA). After careful selection (…

Imaging phenotypes of breast cancer heterogeneity in preoperative breast dynamic contrast enhanced magnetic resonance imaging (DCE-MRI) scans predict 10-year …

RD Chitalia, J Rowland, ES McDonald… - Clinical Cancer …, 2020 - AACR
… Our results indicate that distinct imaging phenotypes exist within invasive breast tumors
which correspond to different degrees of intratumor heterogeneity, suggesting that radiomic …

Imaging phenotypes in women at high risk for breast cancer on mammography, ultrasound, and magnetic resonance imaging using the fifth edition of the breast …

MA Marino, CC Riedl, M Bernathova, C Bernhart… - European journal of …, 2018 - Elsevier
… Our results indicate that imaging phenotypes of BC in high-risk women are malignant, … ,
and the imaging modality. MRI of the breast is the most sensitive test for cancer detection. With …

Unsupervised clustering of quantitative image phenotypes reveals breast cancer subtypes with distinct prognoses and molecular pathways

J Wu, Y Cui, X Sun, G Cao, B Li, DM Ikeda… - Clinical Cancer …, 2017 - AACR
… be the biologic reasons for their distinct imaging phenotypes and might explain their differential
… the aggressiveness of breast cancers. Our results show that imaging phenotypes may be …

Molecular Subtypes Recognition of Breast Cancer in Dynamic Contrast‐Enhanced Breast Magnetic Resonance Imaging Phenotypes from Radiomics Data

W Li, K Yu, C Feng, D Zhao - Computational and mathematical …, 2019 - Wiley Online Library
… plans for breast cancer, … from breast cancer image phenotypes by radiomics. An improved
region growth algorithm with dynamic threshold without user interaction is proposed for cancer

Predicting cell invasion in breast tumor microenvironment from radiological imaging phenotypes

D Arefan, RM Hausler, JH Sumkin, M Sun, S Wu - BMC cancer, 2021 - Springer
… Firstly, since gene expression data are not routinely available for most of the breast cancer
patients, our study was limited to a relatively small number of patients who had both imaging