Data mining framework for breast lesion classification in shear wave ultrasound: A hybrid feature paradigm.
Biomedical Signal Processing and Control(2017)
摘要
•Characterization of benign and malignant breast lesions using shear wave images.•Texture features are extracted from discrete wavelet transform coefficients.•Obtained classification sensitivity of 90.41% and specificity of 96.39%.•Breast cancer risk index is proposed to discriminate lesions using one integer.
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关键词
Elastography,Shear wave elastography,Benign breast lesions,Malignant breast lesions,Nonlinear features
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