An Analyzing Algorithm Based on Learning and Searching in Chinese Medical Big Data

LUO Jie; ZHOU Ziyang; SONG Qiaolin; QIU Qin’nan; Zhejiang Chinese

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An Analyzing Algorithm Based on Learning and Searching in Chinese Medical Big Data

机译：基于学习和搜索的中医大数据分析算法

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摘要

We propose an improved analysis algorithm based on learning and searching methods in thefield of Big Data to optimize TCM information management. We use TF-IDF theory indocument clustering to cluster the name of Chinese Medical prescripts, construct word bagmodel, and combineuniversal hash with perfect hash,in order to establish a special key-valuehashing band between Chinese Medical Data and diseases.

机译：我们提出了一种基于大数据领域学习和搜索方法的改进分析算法，以优化中医信息管理。我们在文档聚类中使用TF-IDF理论对中医处方的名称进行聚类，构造单词袋模型，并将通用散列与完美散列相结合，从而在中医数据与疾病之间建立特殊的键值散列带。

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来源
《Computer Science & Information Technology》 |2019年第2期|共12页
作者
LUO Jie; ZHOU Ziyang; SONG Qiaolin; QIU Qin’nan; Zhejiang Chinese;
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正文语种
中图分类计算技术、计算机技术;
关键词
TCMChinese Medical Massive DataBig DataHashingIndexMapping;

机译：中医海量数据大数据哈希索引映射;

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专利

1. A comparison of learning algorithms for Bayesian networks: a case study based on data from an emergency medical service [J] . Silvia Acid, Luis M. de Campos, Juan M. Fernandez-Luna, Artificial intelligence in medicine . 2004,第3期

机译：贝叶斯网络学习算法的比较：基于紧急医疗服务数据的案例研究
2. Performance of a Deep Neural Network Algorithm Based on a Small Medical Image Dataset: Incremental Impact of 3D-to-2D Reformation Combined with Novel Data Augmentation, Photometric Conversion, or Transfer Learning [J] . Journal of digital imaging: the official journal of the Society for Computer Applications in Radiology . 2020,第2期

机译：基于小型医学图像数据集的深神经网络算法的性能：3D-2D改革的增量影响结合新型数据增强，光度转换或转移学习
3. Structured Metametadata Model to Augment Semantic Searching Algorithms in Learning Content Repository [J] . Amirah Ismail, Mike Joy, Jane Sinclair, Journal of Systemics, Cybernetics and Informatics . 2011,第4期

机译：学习元资源库中结构化元数据模型增强语义搜索算法
4. An Analyzing Algorithm Based On Learning And Searching In Chinese Medical Big Data [C] . Luo Jie, Li Zhimin, Zhu Binger, IEEE International Conference on Bioinformatics and Biomedicine . 2020

机译：基于学习与汉医学大数据的分析算法
5. An Ontological Approach and a Meta-Algorithm for Data and Machine Learning Algorithms Analysis and Classification with Application in the Medical Domain [D] . Chimmiri, Baby Sri Pravallika. 2018

机译：数据和机器学习算法分析和分类的本体方法和元算法及其在医学领域的应用
6. Performance of a Deep Neural Network Algorithm Based on a Small Medical Image Dataset: Incremental Impact of 3D-to-2D Reformation Combined with Novel Data Augmentation Photometric Conversion or Transfer Learning [O] . Vikash Gupta, Mutlu Demirer, Matthew Bigelow, 2020

机译：基于小型医学图像数据集的深神经网络算法的性能：3D-2D改革与新型数据增强光度转换或转移学习结合的增量影响
7. AN ANALYZING ALGORITHM BASED ON LEARNING AND SEARCHING IN CHINESE MEDICAL BIG DATA [O] . LUO Jie, ZHOU Ziyang, SONG Qiaolin, 2019

机译：基于学习与汉医学大数据的分析算法

An Analyzing Algorithm Based on Learning and Searching in Chinese Medical Big Data

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