Breast MRI radiomics: comparison of computer-and human-extracted imaging phenotypes
EJ Sutton, EP Huang, K Drukker, ES Burnside… - European radiology …, 2017 - Springer
… Diagnostic breast MRI is in the midst of a paradigm shift … imaging phenotypes (HEIP) and
computer-extracted imaging … if CEIP MRI phenotypes of breast cancer could replicate HEIP (…
computer-extracted imaging … if CEIP MRI phenotypes of breast cancer could replicate HEIP (…
Using computer‐extracted image phenotypes from tumors on breast magnetic resonance imaging to predict breast cancer pathologic stage
… computer-extracted MRI phenotypes can augment the prediction … phenotypes of biopsy-proven
breast cancer on MRI can predict breast cancer pathologic stage and which phenotypes …
breast cancer on MRI can predict breast cancer pathologic stage and which phenotypes …
MRI phenotype of breast cancer: kinetic assessment for molecular subtypes
E Blaschke, H Abe - Journal of Magnetic Resonance Imaging, 2015 - Wiley Online Library
… recently elucidated quantitative markers that together define imaging phenotypes that have
shown promise in the identification of additional cancer subtypes, lesion invasiveness, grade…
shown promise in the identification of additional cancer subtypes, lesion invasiveness, grade…
Imaging mass cytometry and multiplatform genomics define the phenogenomic landscape of breast cancer
… The genomic landscape of breast cancer is dominated by copy number events 4 ; hence,
we tested for associations between cell phenotype proportions and genome-wide CNAs (…
we tested for associations between cell phenotype proportions and genome-wide CNAs (…
Beyond breast density: radiomic phenotypes enhance assessment of breast cancer risk
K Pinker - Radiology, 2019 - pubs.rsna.org
… distinct imaging phenotypes to be defined that reflect the intrinsic complexity of the breast
parenchymal tissue in addition to breast density. Women diagnosed with breast cancer had a …
parenchymal tissue in addition to breast density. Women diagnosed with breast cancer had a …
Exploration of PET and MRI radiomic features for decoding breast cancer phenotypes and prognosis
… in deciphering breast cancer phenotypes and … tumor phenotypes using unsupervised
clustering analysis. In particular, we determined that breast cancer tumor grade and breast cancer …
clustering analysis. In particular, we determined that breast cancer tumor grade and breast cancer …
MR imaging phenotypes and features associated with pathogenic mutation to predict recurrence or metastasis in breast cancer
Z Shao, J Yu, Y Cheng, W Ma, P Liu, H Lu - BMC cancer, 2023 - Springer
Objectives Distant metastasis remains the main cause of death in breast cancer. Breast cancer
risk is strongly influenced by pathogenic mutation.This study was designed to develop a …
risk is strongly influenced by pathogenic mutation.This study was designed to develop a …
Imaging biomarkers as predictors for breast cancer death
WYY Wu, L Tabar, T Tot, CY Fann, AMF Yen… - Journal of …, 2019 - Wiley Online Library
… , even for the basal phenotype. The difference in survival between basal and … phenotype
tumors is observed in larger tumors, as the basal phenotype is more predictive of breast cancer …
tumors is observed in larger tumors, as the basal phenotype is more predictive of breast cancer …
Breast cancer subtype intertumor heterogeneity: MRI‐based features predict results of a genomic assay
EJ Sutton, JH Oh, BZ Dashevsky… - … Resonance Imaging, 2015 - Wiley Online Library
… Correlating imaging phenotype with genomic … based breast cancer phenotype features and
genomic characteristics is not currently well established. Breast magnetic resonance imaging …
genomic characteristics is not currently well established. Breast magnetic resonance imaging …
Artificial intelligence in mammographic phenotyping of breast cancer risk: a narrative review
A Gastounioti, S Desai, VS Ahluwalia, EF Conant… - Breast Cancer …, 2022 - Springer
… Improvements in breast cancer risk assessment … imaging phenotyping of breast tissue.
Importantly, doing so comes at little additional cost in terms of patient engagement and imaging …
Importantly, doing so comes at little additional cost in terms of patient engagement and imaging …