Systemic Lupus Erythematosus manifestation using ID3 algorithm - A clinical analysis

机译：使用ID3算法的系统性红斑狼疮表现-临床分析

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Discovering hidden patterns in medical data and relationship between them is often fallow. Classification technique in data mining is used to discover the hidden knowledge from enormous data. This work is done on predicting the risk of Systemic Lupus Erythematosus (SLE)/ Lupus using data mining classification technique. Decision tree algorithm is used for training set of data. A new proposed framework and an enhanced algorithm is proposed. The classification algorithm is used to reduce the complexity and to increase the performance.

机译：在医学数据中发现隐藏的模式及其之间的关系通常是休闲的。数据挖掘中的分类技术用于从大量数据中发现隐藏的知识。这项工作是使用数据挖掘分类技术预测系统性红斑狼疮（SLE）/狼疮的风险。决策树算法用于训练数据集。提出了新的框架和改进的算法。分类算法用于降低复杂度并提高性能。

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来源
《2014 International Conference on Data Mining and Intelligent Computing》|2014年|1-5|共5页
会议地点 Delhi(IN)
作者
Gomathi S.; Narayani V.;
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作者单位

Department of Information and Computer Technologies, Sri Krishna Arts and Science College, India;

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会议组织
原文格式 PDF
正文语种 eng
中图分类
关键词
ID3; Re-enactment; SLEDAI; antinuclear antibody; lupus; malar rash;

机译：ID3;重演; SLEDAI;抗核抗体;狼疮;斑疹;;

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2. Impact of sex disparities on the clinical manifestations in patients with systemic lupus erythematosus A systematic review and meta-analysis [J] . Boodhoo Kamini Devi, Liu Sijia, Zuo Xiaoxia Medicine. . 2016,第29期

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3. Clinical Analysis of 56 Patients with Rhupus Syndrome: Manifestations and Comparisons with Systemic Lupus Erythematosus: A Retrospective Case–Control Study [J] . Li Jing, Wu Honghua, Huang Xinxiang, Medicine. . 2014,第10期

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4. Systemic Lupus Erythematosus manifestation using ID3 algorithm - A clinical analysis [C] . Gomathi S., Narayani V. International Conference on Data Mining and Intelligent Computing . 2014

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5. Acquired Low Immunoglobulin Levels and Risk of Clinically Relevant Infection in Adult Patients with Systemic Lupus Erythematosus Cohort Study [D] . Almaghlouth, Ibrahim Ali S. 2019

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6. Clinical Analysis of 56 Patients with Rhupus Syndrome: Manifestations and Comparisons with Systemic Lupus Erythematosus [O] . Jing Li, Honghua Wu, Xinxiang Huang, -1

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7. Association of discoid lupus erythematosus with other clinical manifestations among patients with systemic lupus erythematosus [O] . Joseph F. Merola, Stephen D. Prystowsky, Christina Iversen, 2013

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Systemic Lupus Erythematosus manifestation using ID3 algorithm - A clinical analysis

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