Classification algorithm for discharge summary using surgery history

DOI

Bibliographic Information

Other Title
  • 電子カルテ上の手術履歴を考慮した退院サマリ分類アルゴリズム

Description

Classification algorithm for discharge summary of general practice is proposed for evaluation of quality about medical care using surgery history. It provides similarity of morpheme word in the discharge summary for each DPC (Diagnosis Procedure Combination) code, which the similarity is calculated based on relation between definition of DPC code and surgery code in electronic health record of each hospital. Experimental classification results for 420 discharge summaries of 42 DPC codes taken in Kochi Medical School hospital in Japan shows that accuracy of classification is 82% and that the same surgery information is written in discharge summary of the same DPC codes. The proposed algorithm can provide evaluation system for discharge summary and standardization of surgery code in each Japanese.

Journal

Keywords

Details 詳細情報について

  • CRID
    1390282680650679552
  • NII Article ID
    130004591999
  • DOI
    10.14864/fss.27.0.85.0
  • Text Lang
    ja
  • Data Source
    • JaLC
    • CiNii Articles
  • Abstract License Flag
    Disallowed

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