基于統(tǒng)計學(xué)的分類算法研究及其在中醫(yī)證型診斷中的應(yīng)用
發(fā)布時間:2018-06-06 01:34
本文選題:中醫(yī) + 證型。 參考:《華東師范大學(xué)》2017年碩士論文
【摘要】:中醫(yī)中藥學(xué)作為我國的古老而傳統(tǒng)的醫(yī)藥科學(xué)已有數(shù)千年的發(fā)展歷史,源遠流長。經(jīng)過長久以來的理論研究和臨床實踐,中醫(yī)中藥已被證實無論是在治病上、在防病上,還是在養(yǎng)生上,都是確鑿有效和可行的。歷朝歷代涌現(xiàn)出的醫(yī)家通過各自不懈的努力和親身實踐,對中醫(yī)藥進行孜孜不倦的探索和研究,總結(jié)出了許多各具特點的中醫(yī)疾病診斷和治療理論。這些研究成果雖如同夜空的星辰般燦爛奪目,但卻大多屬于個人經(jīng)驗,理論分散,具有強烈的主觀性,局限性,和不可復(fù)制性。無法系統(tǒng)化理論化的對其進行整體研究,同時,其深奧的理論也常常令不熟悉中醫(yī)基礎(chǔ)的人望而卻步。進入了二十一世紀,隨著現(xiàn)代科學(xué)各個學(xué)科的進步發(fā)展,數(shù)學(xué)和統(tǒng)計學(xué)不僅自身發(fā)展出各種理論及方法,更以飛速的步伐深入到幾乎所有的研究領(lǐng)域,以數(shù)據(jù)分析這一方法,剖析現(xiàn)象背后的本質(zhì)。因此,我們嘗試著將中醫(yī)學(xué)科中搜集到的資料以數(shù)字數(shù)據(jù)的方式呈現(xiàn),并化歸為可統(tǒng)計可分析的數(shù)據(jù),采用現(xiàn)代數(shù)學(xué)統(tǒng)計學(xué)的方法進行數(shù)據(jù)分析。本文將探究用統(tǒng)計學(xué)中的分類算法研究中醫(yī)疾病的證型分類,為這一古老的學(xué)科引入新的研究方法,探究其深刻的本質(zhì)和內(nèi)涵。
[Abstract]:As an ancient and traditional Chinese medicine science, TCM has been developed for thousands of years. After a long period of theoretical research and clinical practice, traditional Chinese medicine has been proved to be effective and feasible both in the treatment of disease, in disease prevention, and in health. Through their unremitting efforts and personal practice, the physicians who have emerged in successive dynasties have made tireless exploration and research on Chinese medicine, and have summed up many theories of diagnosis and treatment of TCM diseases with different characteristics. Although the results of these studies are as brilliant as the stars in the night sky, most of them belong to personal experience, with scattered theories, strong subjectivity, limitations, and non-replicability. At the same time, its profound theory often makes the people who are not familiar with the foundation of traditional Chinese medicine to be deterred. In the 21 century, with the development of various disciplines of modern science, mathematics and statistics not only developed various theories and methods themselves, but also went deep into almost all research fields at a rapid pace, using the method of data analysis. Analyze the nature behind the phenomenon. Therefore, we try to present the data collected in the subject of traditional Chinese medicine in the form of digital data, and turn them into statistically and analyzable data, and use the method of modern mathematical statistics to analyze the data. In this paper, the classification algorithm in statistics will be used to study the classification of TCM diseases, to introduce a new research method for this ancient subject, and to explore its profound essence and connotation.
【學(xué)位授予單位】:華東師范大學(xué)
【學(xué)位級別】:碩士
【學(xué)位授予年份】:2017
【分類號】:O213
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