本文選題：TMD + NAFLD��； 參考：《中國中醫(yī)基礎(chǔ)醫(yī)學(xué)雜志》2017年09期

【摘要】：目的:運(yùn)用決策樹模型探討中醫(yī)人格及體質(zhì)類型對(duì)2型糖尿病(T2MD)患者伴發(fā)非酒精性脂肪肝病(NAFLD)的預(yù)測作用。方法:采用五態(tài)人格測驗(yàn)、五五體質(zhì)檢測測定85例T2MD患者的中醫(yī)人格及體質(zhì)類型并收集其臨床指標(biāo),運(yùn)用決策樹方法建構(gòu)中醫(yī)人格及體質(zhì)類型預(yù)測T2MD患者伴發(fā)NAFLD的風(fēng)險(xiǎn)模型。結(jié)果:以少陰人格、平人質(zhì)體質(zhì)為主要分類節(jié)點(diǎn)變量構(gòu)建的NAFLD患病風(fēng)險(xiǎn)模型經(jīng)10折交叉驗(yàn)證預(yù)測準(zhǔn)確度為87.1%,準(zhǔn)確率較高,并得到3條預(yù)測NAFLD患病風(fēng)險(xiǎn)規(guī)則。結(jié)論:運(yùn)用決策樹模型可以根據(jù)中醫(yī)人格、體質(zhì)類型較準(zhǔn)確地預(yù)測T2MD患者伴發(fā)NAFLD的患病風(fēng)險(xiǎn),有助于中醫(yī)疾病預(yù)測的客觀化。
[Abstract]:Objective: to explore the predictive effect of personality and physique type of TCM on NAFLD in patients with type 2 diabetes mellitus (T2MDD) by using decision tree model. Methods: the personality and physique types of 85 patients with T2MD were measured by five-state personality test, and their clinical indexes were collected. The risk model of predicting NAFLD in patients with T2MD was constructed by using decision tree method. Results: the NAFLD disease risk model was constructed with less negative personality and average hostage constitution as the main classification node variables. The predictive accuracy of NAFLD risk model was 87.1% after 10% cross-validation. Three rules were obtained to predict NAFLD disease risk. Conclusion: the decision tree model can accurately predict the risk of NAFLD in T2MD patients according to personality and physique type of TCM, which is helpful to the objectivity of TCM disease prediction.
【作者單位】： 南京中醫(yī)藥大學(xué);中國中醫(yī)科學(xué)院中醫(yī)臨床基礎(chǔ)醫(yī)學(xué)研究所;江蘇省中西醫(yī)結(jié)合醫(yī)院;
【基金】：國家自然科學(xué)基金青年基金項(xiàng)目(81403501)-“喜勝憂”調(diào)節(jié)抑郁癥患者負(fù)性認(rèn)知偏向的神經(jīng)機(jī)制研究 北京中醫(yī)藥科技發(fā)展資金項(xiàng)目(JJ2015-50)-中醫(yī)兒童心身健康辨識(shí)測驗(yàn)與調(diào)養(yǎng)方案的建立
【分類號(hào)】：R259
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本文編號(hào)：2003419