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- W3213059550 abstract "The automatic classification of benign and malignant tumors based on ultrasound images has important application value in improving the efficiency and accuracy of clinical diagnosis of the breast tumors. Aiming at the problem of low sensitivity of traditional methods in clinical auxiliary diagnosis applications, an automatic classification method of benign and malignant tumors in breast ultrasound images based on the fusion of global deep network features and texture features is proposed. The experiment uses a total of 791 breast ultrasound image data sets (benign: 373, malignant: 418). Through training the proposed method model, and performing a five-fold cross-validation experiment, an accuracy rate of 87.90% is obtained, and the AUC value is 0.9401. Experimental results show that the proposed method has a better classification effect compared with similar methods, and can effectively improve the efficiency and accuracy of benign and malignant breast tumor diagnosis." @default.
- W3213059550 created "2021-11-22" @default.
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- W3213059550 date "2021-07-01" @default.
- W3213059550 modified "2023-09-23" @default.
- W3213059550 title "Breast tumor ultrasound image classification method based on the fusion of deep network features and texture morphological features" @default.
- W3213059550 doi "https://doi.org/10.1109/icphds53608.2021.00025" @default.
- W3213059550 hasPublicationYear "2021" @default.
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