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2篇 您的检索式:作者名="Kin Man Poon"
    题名 作者 年代 出处 被引量
1A data-driven method for syndrome type identification and classification in traditional Chinese medicine显示文摘The efficacy of traditional Chinese medicine(TCM) treatments for Western medicine(WM) diseases relies heavily on the proper classification of patients into TCM syndrome types.The authors developed a data-driven method for solving the classification problem,where syndrome types were identified and quantified based on statistical patterns detected in unlabeled symptom survey data.The new method is a generalization of latent class analysis(LCA),which has been widely applied in WM research to solve a similar problem,i.e.,to identify subtypes of a patient population in the absence of a gold standard.A well-known weakness of LCA is that it makes an unrealistically strong independence assumption.The authors relaxed the assumption by first detecting symptom co-occurrence patterns from survey data and used those statistical patterns instead of the symptoms as features for LCA.This new method consists of six steps:data collection,symptom co-occurrence pattern discovery,statistical pattern interpretation,syndrome identification,syndrome type identification and syndrome type classification.A software package called Lantern has been developed to support the application of the method.The method was illustrated using a data set on vascular mild cognitive impairment.Nevin Lianwen Zhang Chen Fu Teng Fei Liu Bao-xin Chen Kin Man Poon Pei Xian Chen Yun-ling Zhang 2017Journal of Integrative Medicine2017,15,2:11
2Emergency surgery for obstructing colorectal cancers: a comparison between right-sided and left-sided lesions 1 1 No competing interests declared.显示文摘Yee Man Lee Wai Lun Law Kin Wah Chu Ronnie T.P. Poon 2001Journal of the American College of Surgeons2001,,6:3
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