计算机科学
工具箱
预处理器
MATLAB语言
计算机辅助设计
乳腺超声检查
特征提取
计算机辅助诊断
分割
人工智能
图像分割
模式识别(心理学)
计算机视觉
乳腺癌
乳腺摄影术
工程制图
医学
程序设计语言
工程类
内科学
癌症
作者
Arturo Rodríguez-Cristerna,Wilfrido Gómez‐Flores,Wagner Coelho de Albuquerque-Pereira
标识
DOI:10.1007/978-3-319-59226-8_26
摘要
This paper presents the Breast Ultrasound Analysis Toolbox (BUSAT) for MATLAB, which contains 62 functions to perform image preprocessing, lesion segmentation, feature extraction, and lesion classification. BUSAT is useful to codify programs for computer-aided diagnosis (CAD) purposes in reduced time; hence, to replicate several approaches proposed in literature is feasible. We provide the implementation of a CAD system to classify breast lesions into benign and malignant classes and an example to evaluate the classification performance. BUSAT could be downloaded from the following permanent link: http://www.tamps.cinvestav.mx/~wgomez/downloads.html .
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