Visualization System of Herbal Prescription Effects in Oriental Medicine by Self-Organizing Map

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概要

• 論文の詳細を見る

• Fairness evaluating effects of prescriptions is indispensably importance in disease treatment. The development of Intelligence Technologies nowadays makes it realizable for a moderation of subjective prescription evaluations in medicine. In this paper, we present an application of Self-Organizing Map (SOM) to visualization of herbal prescription effects in Oriental Medicine (OM). The application is used to estimate influence of herbal ingredients prescribed for patients who have several concurrent diseases. Inputs to the SOM are herbal treatment prescriptions, and an output is a map that shows disease states that can be influenced by these prescriptions. Training data is 133 standard prescriptions with 221 popular herbs in 17 disease groups collected from oriental medical text books by experienced doctors. First, the prescription problem in OM is described. Next, the system structure and implementation of the proposed system are shown. Finally, the visualization abilities of the proposed system verified by experienced doctors are presented.

• バイオメディカル・ファジィ・システム学会の論文

著者

• CAO Thang

  Graduate School of Science and Engineering, Ritsumeikan University

• Cao Thang

  Graduate School Of Science And Engineering Ritsumeikan University

• Kamei Katsuari

  College Of Information Science And Engineering Ritsumeikan University

• DANG Tuan

  Hanoi University of Technology

関連論文

• An Application of Soft Computing to RETS: Rheumatic Evaluation and Treatment System by Oriental Medicine
• Visualization System of Herbal Prescription Effects in Oriental Medicine by Self-Organizing Map

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