Rapid review: radiomics and breast cancer

Radiomics Analysis on Ultrasound for Prediction of Biologic Behavior in Breast Invasive Ductal Carcinoma

(2018) Yi Guo et al.   Clinical Breast Cancer

[18F]FDG PET/CT features for the molecular characterization of primary breast tumors

(2017) Lidija Antunovic et al.   EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING

Radiomic analysis of DCE-MRI for prediction of response to neoadjuvant chemotherapy in breast cancer patients

(2017) Ming Fan et al.   EUROPEAN JOURNAL OF RADIOLOGY

Preoperative prediction of sentinel lymph node metastasis in breast cancer based on radiomics of T2-weighted fat-suppression and diffusion-weighted MRI

(2017) Yuhao Dong et al.   EUROPEAN RADIOLOGY

Prediction of malignancy by a radiomic signature from contrast agent-free diffusion MRI in suspicious breast lesions found on screening mammography.

(2017) Sebastian Bickelhaupt et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Glioma Survival Prediction with Combined Analysis of In Vivo11C-MET PET Features, Ex Vivo Features, and Patient Features by Supervised Machine Learning

(2017) László Papp et al.   JOURNAL OF NUCLEAR MEDICINE

Urinary bladder cancer staging in CT urography using machine learning

(2017) Sankeerth S. Garapati et al.   MEDICAL PHYSICS

Mammographic evidence of microenvironment changes in tumorous breasts

(2017) Zach Marin et al.   MEDICAL PHYSICS

A deep feature fusion methodology for breast cancer diagnosis demonstrated on three imaging modality datasets

(2017) Natalia Antropova et al.   MEDICAL PHYSICS

Radiomics: the bridge between medical imaging and personalized medicine

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

Metabolic Radiomics for Pretreatment 18F-FDG PET/CT to Characterize Locally Advanced Breast Cancer: Histopathologic Characteristics, Response to Neoadjuvant Chemotherapy, and Prognosis

(2017) Seunggyun Ha et al.   Scientific Reports

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

(2017) Ming Fan et al.   PLoS One

How Can Advanced Imaging Be Used to Mitigate Potential Breast Cancer Overdiagnosis?

(2016) Habib Rahbar et al.   ACADEMIC RADIOLOGY

Multiparametric evaluation of preoperative MRI in early stage breast cancer: prognostic impact of peri-tumoral fat

(2016) J.-P. Obeid et al.   Clinical & Translational Oncology

MR Imaging Radiomics Signatures for Predicting the Risk of Breast Cancer Recurrence as Given by Research Versions of MammaPrint, Oncotype DX, and PAM50 Gene Assays

(2016) Hui Li et al.   RADIOLOGY

Radiomics: Images Are More than Pictures, They Are Data

(2016) Robert J. Gillies et al.   RADIOLOGY

Co-occurrence of Local Anisotropic Gradient Orientations (CoLlAGe): A new radiomics descriptor

(2016) Prateek Prasanna et al.   Scientific Reports

Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): The TRIPOD Statement

(2015) Gary S. Collins et al.   ANNALS OF INTERNAL MEDICINE

Deciphering Genomic Underpinnings of Quantitative MRI-based Radiomic Phenotypes of Invasive Breast Carcinoma

(2015) Yitan Zhu et al.   Scientific Reports

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

Cancer incidence and mortality patterns in Europe: Estimates for 40 countries in 2012

(2013) J. Ferlay et al.   EUROPEAN JOURNAL OF CANCER

Radiomics: Extracting more information from medical images using advanced feature analysis

(2012) Philippe Lambin et al.   EUROPEAN JOURNAL OF CANCER

Imaging and Genomics: Is There a Synergy?

(2012) C. Carl Jaffe   RADIOLOGY