| 基于决策树分类C4.5算法对乳腺肿块计算机辅助诊断的应用研究 |
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| 引用本文： | 潘贤. 基于决策树分类C4.5算法对乳腺肿块计算机辅助诊断的应用研究[J]. 中国医疗器械信息, 2008, 14(9): 81-83 |
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| 作者姓名： | 潘贤 |
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| 作者单位： | 浙江医院,杭州,310013 |
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| 摘 要： | 本文尝试运用数据挖掘中的决策树分析技术,对BI-RADS乳腺肿块病例进行推理,得到相对应的诊断结论。为提高乳腺疾病计算机辅助诊断和临床诊治水平,提供一个参考的方法。
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| 关 键 词： | 决策树 C4.5 分类算法 肿块 |
Application Research for Breast Mass Computer Aid Diagnosis Based on Decision-Making Tree C4.5 Classification Algorithm |
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| PAN Xian. Application Research for Breast Mass Computer Aid Diagnosis Based on Decision-Making Tree C4.5 Classification Algorithm[J]. China Medical Devices Information, 2008, 14(9): 81-83 |
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| Authors: | PAN Xian |
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| Affiliation: | Hangzhou Hangzhou |
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| Abstract: | The purpose of this study is attempted to applying decision-making tree which if one of data mining methods to analyse and diagnose the breast mass cases , get the Corresponding conclusion based on Computer aid decision-making tree c4.5 Classification algorithm. Thus to provide a consulting way to improve the diagnosing clinically. |
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| Keywords: | Decision-making Tree C4.5 Classification Algorithm Mass |
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