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台灣中醫臨床醫學雜誌

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篇名 應用經絡能量的乳癌分析
卷期 15:3、15:3
並列篇名 Analysis of Breast Cancer by Means of Meridian Energy
作者 葉明憲黃治文葉家舟丁川康陳仁義林迺衛
頁次 229-235
關鍵字 乳癌經絡能量中醫支援向量機最近K個鄰居Breast cancerMeridian energyTCMSupport vector machineK-nearest neighbor
出刊日期 200909

中文摘要

本論文利用經絡能量分析儀檢測乳癌病患與正常人的經絡能量,並使用「支援向量機」與「最近K個鄰居」兩種分類技術分析經絡能量與乳癌的關係。本研究希望尋找一個能比一般乳癌偵測技術更早發現乳癌的方法。實驗結果顯示,使用右十二經脈原穴配合支援向量機的線性核心是所有實驗中準確率最高者,達到78.33%。實驗結果並且顯示右京骨穴數值在13.5以下者,有88%是乳癌患者,在49.3以上者,有83%是正常人。在目前中醫文獻中,尚未出現京骨穴與乳癌有關的記載,本論文實驗顯示京骨穴與乳癌有顯著的相關性。本論文雖然尚無法提出有力的證據來驗證它們之間的關係,但是相信這個發現未來非常值得做進一步的深入探討。

英文摘要

This article analyzes the correlation of breast cancer with meridian energy through meridian energy analyzer by using support vector machine and K-nearest neighbor. An early detection is expected to be found. The lab result shows the high accuracy, 78.33%, came from the combination of right source-yuan points and linear core of support vector machine. When the value of right BL64 is lower than 13.5, 88% of the subjects have breast cancer. When the value is above 49.3, 83% of the subjects are healthy. There is no record showing the correlation of BL64 and breast cancer in any TCM literature. Although this article cannot prove the relationship between these two, we believe it is worth further study and research.

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