Medical Image Diagnosis Based on Rough Sets Theory

机译：基于粗糙集理论的医学图像诊断

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摘要

This paper proposes the utilization of rough set theory for modeling the medical images to help physicians in diagnosing. The rough set theory is a powerful approach that permits the searching for patterns in medical images using the minimal length principles. Searching for models with small size is performed by means of many different kinds of reducts that generate the decision rules capable for identifying the medical diagnosis.

机译：本文提出了利用粗糙集理论对医学图像进行建模，以帮助医生进行诊断。粗糙集理论是一种强大的方法，它允许使用最小长度原理在医学图像中搜索图案。借助多种不同的归约方法来搜索小尺寸的模型，这些归约方法生成能够识别医学诊断的决策规则。

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来源
《International conference on advancements of medicine and health care through technology》|2011年|p.206-211|共6页
会议地点 Cluj-Napoca(RO);Cluj-Napoca(RO)
作者
A.L. Ion; S. Udristoiu;
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作者单位

University of Craiova/Software Engineering Department, Craiova, Romania;

University of Craiova/Software Engineering Department, Craiova, Romania;

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会议组织
原文格式 PDF
正文语种 eng
中图分类保健组织与事业（卫生事业管理）;
关键词
medical image diagnosis; rough sets; image co lour; image texture; image shape;

机译：医学图像诊断；粗糙集;图像颜色；图像纹理图像形状;

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1. 3D Medical Image Segmentation Based on Rough Set Theory [J] . CHEN, Shi-hao, TIAN, 中国生物医学工程学报：英文版 . 2007,第001期

机译：基于粗糙集理论的3D医学图像分割
2. 3D Medical Image Segmentation Based on Rough Set Theory [J] . CHEN Shi-hao, TIAN Yun, WANG Yi, 中国生物医学工程学报（英文版） . 2007,第001期

机译：基于粗糙集理论的3D医学图像分割
3. A Review on Rough Set Theory in Medical Images. [J] . E. KADIVAR, Kh. RAHIMI, M. A. SHAHZAMANIAN Research Journal of Pharmaceutical, Biological and Chemical Sciences . 2016,第1期

机译：医学图像中的粗糙集理论综述。
4. Petri Net Models for Medical Diagnosis Based on Rough Set Theory [C] . LiuSheng, WangBo International conference on data storage and data engineering . 2011

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5. Deep Learning Frameworks for Computer Aided Diagnosis Based on Medical Images [D] . Zhang, Qianqian. 2020

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6. A Novel Strategy for Minimum Attribute Reduction Based on Rough Set Theory and Fish Swarm Algorithm [O] . Yuebin Su, Jin Guo 2017

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7. One Fusion Approach of Fault Diagnosis Based on Rough Set Theory and Dezert-Smarandache Theory [O] . Yanqin Su, Zhenyu Song, Tingxue Xu 2012

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Medical Image Diagnosis Based on Rough Sets Theory

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