Clinical value of radiomics and machine learning in breast ultrasound: a multicenter study for differential diagnosis of benign and malignant lesions

A combined ultrasonic B-mode and color Doppler system for the classification of breast masses using neural network

(2020) Xuejun Qian et al.   EUROPEAN RADIOLOGY

Machine Learning in oncology: A clinical appraisal

(2020) Renato Cuocolo et al.   CANCER LETTERS

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

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

Repeatability of Multiparametric Prostate MRI Radiomics Features

(2019) Michael Schwier et al.   Scientific Reports

An experimental study on breast lesion detection and classification from ultrasound images using deep learning architectures

(2019) Zhantao Cao et al.   BMC MEDICAL IMAGING

Predicting Breast Cancer in Breast Imaging Reporting and Data System (BI-RADS) Ultrasound Category 4 or 5 Lesions: A Nomogram Combining Radiomics and BI-RADS

(2019) Wei-quan Luo et al.   Scientific Reports

Overview of radiomics in breast cancer diagnosis and prognostication

(2019) Alberto Stefano Tagliafico et al.   BREAST

SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary

(2018) Alberto Fernandez et al.   JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH

Current Applications and Future Impact of Machine Learning in Radiology

(2018) Garry Choy et al.   RADIOLOGY

Radiomics of US texture features in differential diagnosis between triple-negative breast cancer and fibroadenoma

(2018) Si Eun Lee et al.   Scientific Reports

A New Challenge for Radiologists: Radiomics in Breast Cancer

(2018) Paola Crivelli et al.   Biomed Research International

Radiomics: the bridge between medical imaging and personalized medicine

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

Machine Learning for Medical Imaging

(2017) Bradley J. Erickson et al.   RADIOGRAPHICS

Computer-Aided Diagnosis for the Classification of Breast Masses in Automated Whole Breast Ultrasound Images

(2011) Woo Kyung Moon et al.   ULTRASOUND IN MEDICINE AND BIOLOGY