Radiomic differentiation of breast cancer molecular subtypes using pre-operative breast imaging – A systematic review and meta-analysis

Clinicopathological correlates, oncological impact, and validation of Oncotype DX™ in a European Tertiary Referral Centre

(2021) Matthew G. Davey et al.   Breast Journal

Clinical utility of the 21-gene assay in predicting response to neoadjuvant endocrine therapy in breast cancer: A systematic review and meta-analysis

(2021) M.G. Davey et al.   BREAST

OncotypeDX© Recurrence Score in BRCA mutation carriers: a systematic review and meta-analysis

(2021) Matthew G. Davey et al.   EUROPEAN JOURNAL OF CANCER

AI-enhanced breast imaging: Where are we and where are we heading?

(2021) Almir Bitencourt et al.   EUROPEAN JOURNAL OF RADIOLOGY

Clinicopathological response to neoadjuvant therapies and pathological complete response as a biomarker of survival in human epidermal growth factor receptor-2 enriched breast cancer – A retrospective cohort study

(2021) Matthew G. Davey et al.   BREAST

Differentiation between Luminal A and B Molecular Subtypes of Breast Cancer Using Pharmacokinetic Quantitative Parameters with Histogram and Texture Features on Preoperative Dynamic Contrast-Enhanced Magnetic Resonance Imaging

(2020) Hong-Bing Luo et al.   ACADEMIC RADIOLOGY

The Impact of Normalization Approaches to Automatically Detect Radiogenomic Phenotypes Characterizing Breast Cancer Receptors Status

(2020) Rossana Castaldo et al.   Cancers

Defining clinicopathological and radiological features of breast cancer in women under the age of 35: an epidemiological study

(2020) Matthew G. Davey et al.   IRISH JOURNAL OF MEDICAL SCIENCE

The association between MRI findings and breast cancer subtypes: focused on the combination patterns on diffusion-weighted and T2-weighted images

(2020) Sachiko Yuen et al.   Breast Cancer

Diagnosis of triple negative breast cancer based on radiomics signatures extracted from preoperative contrast-enhanced chest computed tomography

(2020) Qingliang Feng et al.   BMC CANCER

A rapid volume of interest-based approach of radiomics analysis of breast MRI for tumor decoding and phenotyping of breast cancer

(2020) Aydin Demircioglu et al.   PLoS One

Association of sonographic features and molecular subtypes in predicting breast cancer disease outcomes

(2020) Haoyu Wang et al.   Cancer Medicine

Non-Invasive Assessment of Breast Cancer Molecular Subtypes with Multiparametric Magnetic Resonance Imaging Radiomics

(2020) Doris Leithner et al.   Journal of Clinical Medicine

Radiomics for Tumor Characterization in Breast Cancer Patients: A Feasibility Study Comparing Contrast-Enhanced Mammography and Magnetic Resonance Imaging

(2020) Maria Adele Marino et al.   Diagnostics

Radiomics in medical imaging—“how-to” guide and critical reflection

(2020) Janita E. van Timmeren et al.   Insights into Imaging

Prediction of breast cancer molecular subtypes using radiomics signatures of synthetic mammography from digital breast tomosynthesis

(2020) Jinwoo Son et al.   Scientific Reports

Radiomic analysis on magnetic resonance diffusion weighted image in distinguishing triple-negative breast cancer from other subtypes: a feasibility study

(2020) Qinglin Wang et al.   CLINICAL IMAGING

MRI Radiomics for Assessment of Molecular Subtype, Pathological Complete Response, and Residual Cancer Burden in Breast Cancer Patients Treated With Neoadjuvant Chemotherapy

(2020) Sadia Choudhery et al.   ACADEMIC RADIOLOGY

Radiomic analysis of imaging heterogeneity in tumours and the surrounding parenchyma based on unsupervised decomposition of DCE-MRI for predicting molecular subtypes of breast cancer

(2019) Ming Fan et al.   EUROPEAN RADIOLOGY

Assessing the prognostic factors, survival, and recurrence incidence of triple negative breast cancer patients, a single center study in Iran

(2019) Seied Asadollah Mousavi et al.   PLoS One

Predicting Breast Cancer Molecular Subtype with MRI Dataset Utilizing Convolutional Neural Network Algorithm

(2019) Richard Ha et al.   JOURNAL OF DIGITAL IMAGING

Prediction of Molecular Subtypes of Breast Cancer using BI-RADS Features Based on a “White Box” Machine Learning Approach in a Multi-modal Imaging Setting

(2019) Mingxiang Wu et al.   EUROPEAN JOURNAL OF RADIOLOGY

Breast MRI background parenchymal enhancement as an imaging bridge to molecular cancer sub-type

(2019) Giuseppe Dilorenzo et al.   EUROPEAN JOURNAL OF RADIOLOGY

Deep learning for identifying radiogenomic associations in breast cancer

(2019) Zhe Zhu et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Radiomic Signatures Derived from Diffusion-Weighted Imaging for the Assessment of Breast Cancer Receptor Status and Molecular Subtypes

(2019) Doris Leithner et al.   MOLECULAR IMAGING AND BIOLOGY

The genomic landscape of metastatic breast cancer highlights changes in mutation and signature frequencies

(2019) Lindsay Angus et al.   NATURE GENETICS

Radiomics with artificial intelligence: a practical guide for beginners

(2019) Burak Kocak et al.   Diagnostic and Interventional Radiology

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

(2019) Wei Li et al.   Computational and Mathematical Methods in Medicine

Breast Cancer Molecular Subtype Prediction by Mammographic Radiomic Features

(2018) Wenjuan Ma et al.   ACADEMIC RADIOLOGY

Evaluation of association between degree of background parenchymal enhancement on MRI and breast cancer subtype

(2018) Richard Ha et al.   CLINICAL IMAGING

DCE-MRI Pharmacokinetic-Based Phenotyping of Invasive Ductal Carcinoma: A Radiomic Study for Prediction of Histological Outcomes

(2018) Serena Monti et al.   Contrast Media & Molecular Imaging

Preliminary Study on Molecular Subtypes of Breast Cancer Based on Magnetic Resonance Imaging Texture Analysis

(2018) Xinru Sun et al.   JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY

Quantitative analysis of peri-tumor fat in different molecular subtypes of breast cancer

(2018) Jeon-Hor Chen et al.   MAGNETIC RESONANCE IMAGING

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

(2017) Jia Wu et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Radiomics: the bridge between medical imaging and personalized medicine

(2017) Philippe Lambin et al.   Nature Reviews Clinical Oncology

Rim sign and histogram analysis of apparent diffusion coefficient values on diffusion-weighted MRI in triple-negative breast cancer: Comparison with ER-positive subtype

(2017) Yangsean Choi et al.   PLoS One

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

(2017) Ming Fan et al.   PLoS One

Incidence and Mortality and Epidemiology of Breast Cancer in the World

(2016) Mahshid Ghoncheh et al.   Asian Pacific Journal of Cancer Prevention

70-Gene Signature as an Aid to Treatment Decisions in Early-Stage Breast Cancer

(2016) Fatima Cardoso et al.   NEW ENGLAND JOURNAL OF MEDICINE

Background parenchymal enhancement on breast MRI and mammographic breast density: correlation with tumour characteristics

(2015) M.Y. Kim et al.   CLINICAL RADIOLOGY

Identifying Triple-Negative Breast Cancer Using Background Parenchymal Enhancement Heterogeneity on Dynamic Contrast-Enhanced MRI: A Pilot Radiomics Study

(2015) Jeff Wang et al.   PLoS One

Personalizing the treatment of women with early breast cancer: highlights of the St Gallen International Expert Consensus on the Primary Therapy of Early Breast Cancer 2013

(2013) A. Goldhirsch et al.   ANNALS OF ONCOLOGY

Mammographic and ultrasound features of invasive lobular carcinoma of the breast

(2013) Alan J Porter et al.   Journal of Medical Imaging and Radiation Oncology