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Standardized Research of Clinical Diagnosis and Treatment Data of Epilepsy

  • Ninan Zhang
  • Xinyu Cao
  • Liangliang Liu
  • Bin Wang
  • Huaxin Shi
  • Ruifan Lin
  • Yufeng Guo
  • Wenxiang Meng
  • Hongwei ZhouEmail author
  • Qi XieEmail author
Conference paper
Part of the Advances in Intelligent Systems and Computing book series (AISC, volume 1026)

Abstract

Chinese medicine often uses natural language to describe disease symptoms, resulting in inconsistent symptom naming, affecting data mining analysis and clinical efficacy evaluation results. This study sorted out the terms of epilepsy symptoms by core symptom extraction, compound symptom resolution, semantic induction and semantic class method. The disease diagnosis terminology is compiled with reference to the International classification of Disease-Eleven Edition (ICD-11) Codes. Refer to the Pharmacopoeia of the people’s republic of china to regulate the name of the Chinese medicine. The terminology for evaluation of efficacy is classified according to “healing”, “improving” and “unhealing”. The Standardized data can be used for data mining analysis.

Keywords

Epilepsy diagnosis and treatment data Data standardization Preferred term Synonymous term 

Notes

Acknowledgments

This work was supported by the National Key Research and Development Program of China (Grant No. 2017YFB1002302), the National “Twelfth Five-Year” Plan for Science & Technology (Grant No. 2013BAH06F03) and the National Natural Science Funds of China (Grant No. 81403281).

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Copyright information

© Springer Nature Switzerland AG 2020

Authors and Affiliations

  • Ninan Zhang
    • 1
  • Xinyu Cao
    • 2
  • Liangliang Liu
    • 3
  • Bin Wang
    • 1
  • Huaxin Shi
    • 4
  • Ruifan Lin
    • 1
  • Yufeng Guo
    • 5
  • Wenxiang Meng
    • 6
  • Hongwei Zhou
    • 1
    Email author
  • Qi Xie
    • 7
    Email author
  1. 1.Institute of Basic Research in Clinical MedicineChina Academy of Chinese Medical SciencesBeijingChina
  2. 2.Institute of Basic StandardizationChinese Academy of StandardizationBeijingChina
  3. 3.School of Statistics and InformationShanghai University of International Business and EconomicsShanghaiChina
  4. 4.Hospital Management OfficeChina Academy of Chinese Medical SciencesBeijingChina
  5. 5.Guang’an Men Hospital, China Academy of Chinese Medical SciencesBeijingChina
  6. 6.Institute of Genetics and Developmental Biology, Chinese Academy of SciencesBeijingChina
  7. 7.Department of Academic ManagementChina Academy of Chinese Medical SciencesBeijingChina

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