以文字探勘技術應用於疾病分類之輔助系統 - 以出入院病歷摘要為例

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以文字探勘技術應用於疾病分類之輔助系統 - 以出入院病歷摘要為例. 中文摘要 論文摘要 論文名稱:以文字探勘技術應用於疾病分類之輔助系統 - 以出入院病歷摘要為例 研究所名稱:臺北醫學大學醫學資訊研究所 研究生姓名:楊正銘 畢業時間:九十二學年度 第二學期 指導教授:劉 立 - PowerPoint PPT Presentation

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  • -- ICD-9-CM

  • Applies by Text Mining to the Support Systems for Coding ICD-9-CM A study of Admission Note and Discharge SummaryThe global public health often uses International Classification of Disease to analysis the disease and decides health policy from medical record. The coding medical record is worked by the hospital management medical record unit''s coders who confirm the main diagnosis, the secondary diagnosis, procedure and complication, and refer to in the ICD-9-CM handbook to transform the suitable numeric code. However human coder is also easy to come into wrong code or omitting code. We hope using text mining for mining the transcriptions of dictated medical record. The support system compares the variability among experienced coders. We expect that the support system is as accurate as human coders and offers the potential for increased coding consistency andproductivity.