A Two-Step Feature Selection Radiomic Approach to Predict Molecular Outcomes in Breast Cancer

Multiregional Radiomic Signatures Based on Functional Parametric Maps from DCE-MRI for Preoperative Identification of Estrogen Receptor and Progesterone Receptor Status in Breast Cancer

(2022) Shiling Zhong et al.   Diagnostics

Is Radiomics Growing towards Clinical Practice?

(2022) Marco Aiello   Journal of Personalized Medicine

Evaluation of a multiparametric MRI radiomic-based approach for stratification of equivocal PI-RADS 3 and upgraded PI-RADS 4 prostatic lesions

(2021) Valentina Brancato et al.   Scientific Reports

Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries

(2021) Hyuna Sung et al.   CA-A CANCER JOURNAL FOR CLINICIANS

Radioproteomics in Breast Cancer: Prediction of Ki-67 Expression With MRI-based Radiomic Models

(2021) Yasemin Kayadibi et al.   ACADEMIC RADIOLOGY

3T MRI-Radiomic Approach to Predict for Lymph Node Status in Breast Cancer Patients

(2021) Domiziana Santucci et al.   Cancers

Multi-Parametric MRI-Based Radiomics Models for Predicting Molecular Subtype and Androgen Receptor Expression in Breast Cancer

(2021) Yuhong Huang et al.   Frontiers in Oncology

Test–Retest Data for the Assessment of Breast MRI Radiomic Feature Repeatability

(2021) R.W.Y. Granzier et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Strategies to develop radiomics and machine learning models for lung cancer stage and histology prediction using small data samples

(2021) L. Ubaldi et al.   Physica Medica-European Journal of Medical Physics

Tumor segmentation analysis at different post-contrast time points: a possible source of variability of quantitative DCE-MRI parameters in locally advanced breast cancer

(2020) Valeria Romeo et al.   EUROPEAN JOURNAL OF RADIOLOGY

The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping

(2020) Alex Zwanenburg et al.   RADIOLOGY

Radiomics of multi-parametric MRI for pretreatment prediction of pathological complete response to neoadjuvant chemotherapy in breast cancer: a multicenter study

(2019) Zhenyu Liu et al.   CLINICAL CANCER RESEARCH

Machine Learning-Based Analysis of MR Multiparametric Radiomics for the Subtype Classification of Breast Cancer

(2019) Tianwen Xie et al.   Frontiers in Oncology

Joint Prediction of Breast Cancer Histological Grade and Ki-67 Expression Level Based on DCE-MRI and DWI Radiomics

(2019) Ming Fan et al.   IEEE Journal of Biomedical and Health Informatics

A machine learning approach to radiogenomics of breast cancer: a study of 922 subjects and 529 DCE-MRI features

(2018) Ashirbani Saha et al.   BRITISH JOURNAL OF CANCER

Radiomics Signature on Magnetic Resonance Imaging: Association with Disease-Free Survival in Patients with Invasive Breast Cancer

(2018) Hyunjin Park et al.   CLINICAL CANCER RESEARCH

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

Breast Cancer Tissue Markers, Genomic Profiling, and Other Prognostic Factors: A Primer for Radiologists

(2018) Nikki Tirada et al.   RADIOGRAPHICS

Ensembles for feature selection: A review and future trends

(2018) Verónica Bolón-Canedo et al.   Information Fusion

Radiogenomic Analysis of Oncological Data: A Technical Survey

(2017) Mariarosaria Incoronato et al.   INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES

Multiparametric Magnetic Resonance Imaging of the Prostate

(2017) Andriy Fedorov et al.   INVESTIGATIVE RADIOLOGY

Radiomics: the bridge between medical imaging and personalized medicine

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

Early Diagnosis of Breast Cancer

(2017) Lulu Wang   SENSORS

McTwo: a two-step feature selection algorithm based on maximal information coefficient

(2016) Ruiquan Ge et al.   BMC BIOINFORMATICS

Breast cancer molecular subtype classifier that incorporates MRI features

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

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

Computational approach to radiogenomics of breast cancer: Luminal A and luminal B molecular subtypes are associated with imaging features on routine breast MRI extracted using computer vision algorithms

(2015) Lars J. Grimm et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Machine learning, medical diagnosis, and biomedical engineering research - commentary

(2014) Kenneth R Foster et al.   Biomedical Engineering Online

Robust Radiomics Feature Quantification Using Semiautomatic Volumetric Segmentation

(2014) Chintan Parmar et al.   PLoS One

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

(2014) Maciej A. Mazurowski et al.   RADIOLOGY

MR Imaging Features of Triple-Negative Breast Cancers

(2013) Janice S. Sung et al.   Breast Journal

Cancer heterogeneity: implications for targeted therapeutics

(2013) R Fisher et al.   BRITISH JOURNAL OF CANCER

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

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

Breast MRI: guidelines from the European Society of Breast Imaging

(2008) R. M. Mann et al.   EUROPEAN RADIOLOGY

Prostate Cancer: Added Value of Subtraction Dynamic Imaging in 3T Magnetic Resonance Imaging with a Phased-array Body Coil

(2008) Jeong-Sik Yu et al.   YONSEI MEDICAL JOURNAL