Automatic text classification and property extraction applications in medicine

机译：自动文本分类和属性提取在医学中的应用

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摘要

The paper describes different cases of combination of statistical, rule-based and pattern-based approaches for text classification, entity extraction and discernment of entity properties applied to medical domain.

机译：本文介绍了将统计，基于规则和基于模式的方法结合起来用于文本分类，实体提取和识别应用于医疗领域的实体属性的不同案例。

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来源
《2015 International Conference on Biomedical Engineering and Computational Technologies》|2015年|133-137|共5页
会议地点 Novosibirsk(RU)
作者
Kolonin Anton;
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作者单位

Aigents Group Novosibirsk Russia;

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原文格式 PDF
正文语种 eng
中图分类
关键词
classification; entity; extraction; learning; machine; mining; patterns; property; rules; text;

机译：分类;实体;提取;学习;机器;采矿;模式;财产;规则;文本;

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专利

1. Automatic text classification to support systematic reviews in medicine [J] . J.J. Garcia Adeva, J.M. Pikatza Atxa, M. Ubeda Carrillo, Expert Systems with Application . 2014,第4pta1期

机译：自动文本分类以支持医学方面的系统评价
2. Naive Bayesian Automatic Classification of Railway Service Complaint Text Based on Eigenvalue Extraction [J] . Li Lifeng, Li Wenxing Technical Gazette . 2019,第3期

机译：基于特征值提取的Naive Bayesian自动分类铁路服务投诉文本
3. AUTOMATIC EXTRACTION AND CLASSIFICATION OF PATIENTS' SMOKING STATUS FROM FREE TEXT USING NATURAL LANGUAGE PROCESSING [J] . Caccamisi A., JorgensenJorgensen L., Dalianis H., Value in health: the journal of the International Society for Pharmacoeconomics and Outcomes Research . 2016,第7期

机译：使用自然语言处理从自由文本中自动提取患者吸烟状况并对其进行分类
4. Automatic text classification and property extraction applications in medicine [C] . Kolonin Anton International Conference on Biomedical Engineering and Computational Technologies . 2015

机译：医学中的自动文本分类和特性提取应用
5. Personalized medicine through automatic extraction of information from medical texts. [D] . Frunza, Oana Magdalena. 2012

机译：通过自动从医学文本中提取信息来个性化医学。
6. Combining automatic table classification and relationship extraction in extracting anticancer drug-side effect pairs from full-text articles [O] . Rong Xu, QuanQiu Wang -1

机译：结合自动表格分类和关系提取从全文文章中提取抗癌药物副作用对
7. From Index Locorum to Citation Network: an Approavch to the Automatic Extraction of Canonical Reeferences and its Applications to the Study of Classical Texts [O] . Romanello Matteo 2015

机译：从索引地方到引文网络：对典范参考自动提取的一种方法及其在典籍研究中的应用
8. Is Automatic Classification a Reasonable Application of Statistical Analysis of Text [R] . Doyle, L. B. 1964

机译：自动分类是文本统计分析的合理应用

Automatic text classification and property extraction applications in medicine

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