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A Novel Computer-Aided-Diagnosis System for Breast Ultrasound Images Based on BI-RADS Categories

Yi-Wei Chang, Yun-Ru Chen, Chien-Chuan Ko, Wei-Yang Lin, Keng-Pei Lin
2020 Applied Sciences  
The breast ultrasound is not only one of major devices for breast tissue imaging, but also one of important methods in breast tumor screening.  ...  Forest (RF), and Convolution Neural Network (CNN) combined with feature selection to develop a multi-class assessment of breast tumor severity based on BI-RADS.  ...  Introduction The commonly used modalities in the diagnosis of breast carcinoma include mammography, Breast Ultrasound (BUS), Magnetic Resonance Imaging (MRI), and Computed Tomography (CT).  ... 
doi:10.3390/app10051830 fatcat:v5dzy3cnqbgtzgdxwc6gpp4ile