A minimum spanning forest based classification method for dedicated breast CT images

Pike Robert; Sechopoulos Ioannis; Fei Baowei

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A minimum spanning forest based classification method for dedicated breast CT images

机译：基于最小生成林的专用乳腺CT图像分类方法

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摘要

Purpose: To develop and test an automated algorithm to classify different types of tissue in dedicated breast CT images.

机译：目的：开发和测试一种自动算法，以对专用乳腺CT图像中的不同类型的组织进行分类。

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来源
《Medical Physics》 |2015年第11期|共13页
作者
Pike Robert; Sechopoulos Ioannis; Fei Baowei;
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原文格式 PDF
正文语种 eng
中图分类基础医学;
关键词
breast computed tomography (BCT); cupping artifact correction; support vector machine; minimum spanning forest; image classification; breast cancer; segmentation;

机译：乳腺计算机断层扫描（BCT）;拔罐伪影校正;支持向量机;最小跨度森林;图像分类;乳腺癌;分割;

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专利

1. A minimum spanning forest based classification method for dedicated breast CT images [J] . Pike Robert, Sechopoulos Ioannis, Fei Baowei Medical Physics . 2015,第11期

机译：基于最小生成林的专用乳腺CT图像分类方法
2. Spectral-Spatial Hyperspectral Image Classification Based on Homogeneous Minimum Spanning Forest [J] . F. Poorahangaryan, H. Ghassemian Mathematical Problems in Engineering: Theory, Methods and Applications . 2020,第1期

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3. Segmentation and Classification of Hyperspectral Images Using Minimum Spanning Forest Grown From Automatically Selected Markers [J] . Tarabalka Y., Chanussot J., Benediktsson J. A. Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on . 2010,第5期

机译：使用自动选择的标记生成的最小生成林对高光谱图像进行分割和分类
4. A Minimum Spanning Forest Based Hyperspectral Image Classification Method for Cancerous Tissue Detection [C] . Robert Pike, Samuel K. Patton, Guolan Lu, Conference on image processing . 2014

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5. An empirical study of image processing methods for land cover classification and forest cover change detection in Northeastern Oregon's timber resource-dependent communities (1986-2011). [D] . Campbell, Michael James. 2012

机译：俄勒冈东北部木材资源依赖社区的土地覆盖分类和森林覆盖变化检测图像处理方法的实证研究（1986-2011年）。
6. A minimum spanning forest based classification method for dedicated breast CT images [O] . Robert Pike, Ioannis Sechopoulos, Baowei Fei -1

机译：基于最小生成林的专用乳腺CT图像分类方法
7. A minimum spanning forest based classification method for dedicated breast CT images [O] . Pike, R., Sechopoulos, I., Fei, B. 2015

机译：基于最小生成林的专用乳腺CT图像分类方法

A minimum spanning forest based classification method for dedicated breast CT images

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