DCE-MRI texture analysis with tumor subregion partitioning for predicting Ki-67 status of estrogen receptor-positive breast cancers

Can algorithmically assessed MRI features predict which patients with a preoperative diagnosis of ductal carcinoma in situ are upstaged to invasive breast cancer?

(2017) Michael R. Harowicz et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Computer-aided heterogeneity analysis in breast MR imaging assessment of ductal carcinoma in situ: Correlating histologic grade and receptor status

(2017) Shinn-Huey S. Chou et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Radiomic analysis reveals DCE-MRI features for prediction of molecular subtypes of breast cancer

(2017) Ming Fan et al.   PLoS One

Breast cancer molecular subtype classifier that incorporates MRI features

(2016) Elizabeth J. Sutton et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Dynamic contrast-enhanced and diffusion-weighted MRI of estrogen receptor-positive invasive breast cancers: Associations between quantitative MR parameters and Ki-67 proliferation status

(2016) Jong Ki Shin et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Intratumor partitioning and texture analysis of dynamic contrast-enhanced (DCE)-MRI identifies relevant tumor subregions to predict pathological response of breast cancer to neoadjuvant chemotherapy

(2016) Jia Wu et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Quantification of breast tumor heterogeneity for ER status, HER2 status, and TN molecular subtype evaluation on DCE-MRI

(2016) Ruey-Feng Chang et al.   MAGNETIC RESONANCE IMAGING

A Radio-genomics Approach for Identifying High Risk Estrogen Receptor-positive Breast Cancers on DCE-MRI: Preliminary Results in Predicting OncotypeDX Risk Scores

(2016) Tao Wan et al.   Scientific Reports

Breast cancer subtype intertumor heterogeneity: MRI-based features predict results of a genomic assay

(2015) Elizabeth J. Sutton et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Heterogeneity in intratumoral regions with rapid gadolinium washout correlates with estrogen receptor status and nodal metastasis

(2015) Baishali Chaudhury et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

MRI phenotype of breast cancer: Kinetic assessment for molecular subtypes

(2015) Eric Blaschke et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Breast DCE-MRI Kinetic Heterogeneity Tumor Markers: Preliminary Associations With Neoadjuvant Chemotherapy Response

(2015) Ahmed Ashraf et al.   Translational Oncology

Parameters of Dynamic Contrast-Enhanced MRI as Imaging Markers for Angiogenesis and Proliferation in Human Breast Cancer

(2015) Baozhong Shen   MEDICAL SCIENCE MONITOR

Ki-67 as a Predictor of Response to Neoadjuvant Chemotherapy in Breast Cancer Patients

(2014) Kwan Il Kim et al.   Journal of Breast Cancer

Radiogenomic Analysis of Breast Cancer: Luminal B Molecular Subtype Is Associated with Enhancement Dynamics at MR Imaging

(2014) Maciej A. Mazurowski et al.   RADIOLOGY

Intratumoral heterogeneity of the distribution of kinetic parameters in breast cancer: comparison based on the molecular subtypes of invasive breast cancer

(2014) Ken Yamaguchi et al.   Breast Cancer

Treatment of Estrogen Receptor-Positive Breast Cancer

(2013) F. Lumachi et al.   CURRENT MEDICINAL CHEMISTRY

Computer-Aided Diagnosis of Breast DCE-MRI Images Using Bilateral Asymmetry of Contrast Enhancement Between Two Breasts

(2013) Qian Yang et al.   JOURNAL OF DIGITAL IMAGING

Quantitative assessment Ki-67 score for prediction of response to neoadjuvant chemotherapy in breast cancer

(2013) Jason R Brown et al.   LABORATORY INVESTIGATION

Background Parenchymal Signal Enhancement Ratio at Preoperative MR Imaging: Association with Subsequent Local Recurrence in Patients with Ductal Carcinoma in Situ after Breast Conservation Surgery

(2013) Sun-Ah Kim et al.   RADIOLOGY

Developments in Ki67 and other biomarkers for treatment decision making in breast cancer

(2012) A. Sheri et al.   ANNALS OF ONCOLOGY

Intratumor Heterogeneity: Evolution through Space and Time

(2012) C. Swanton   CANCER RESEARCH

Intratumor Heterogeneity and Branched Evolution Revealed by Multiregion Sequencing

(2012) Marco Gerlinger et al.   NEW ENGLAND JOURNAL OF MEDICINE

pROC: an open-source package for R and S+ to analyze and compare ROC curves

(2011) Xavier Robin et al.   BMC BIOINFORMATICS

Ki67, chemotherapy response, and prognosis in breast cancer patients receiving neoadjuvant treatment

(2011) Peter A Fasching et al.   BMC CANCER

Heterogeneity in breast cancer

(2011) Kornelia Polyak   JOURNAL OF CLINICAL INVESTIGATION

Assessing heterogeneity of lesion enhancement kinetics in dynamic contrast-enhanced MRI for breast cancer diagnosis

(2010) A Karahaliou et al.   BRITISH JOURNAL OF RADIOLOGY

Ki67 in breast cancer: prognostic and predictive potential

(2010) Rinat Yerushalmi et al.   LANCET ONCOLOGY

American Society of Clinical Oncology/College of American Pathologists Guideline Recommendations for Immunohistochemical Testing of Estrogen and Progesterone Receptors in Breast Cancer

(2010) M. Elizabeth H. Hammond et al.   Journal of Oncology Practice

Proliferation markers and survival in early breast cancer: A systematic review and meta-analysis of 85 studies in 32,825 patients

(2008) R. Stuart-Harris et al.   BREAST