Abstract
It is important to translate dosage of each medical herb in a prescription into intensity of its effects measured by mathematical models. In this paper, we present intelligent calculational algorithms on efficacies of prescriptions of Chinese Medicine (CM), study “how curative effects of any herb depend on dosage” when constructing CM intelligent systems, and discuss relevant issues and definitions. In order to measure intensities of effects of all herbs reasonably, the natural classification method is proposed to classify herbs into 38 natural classes according to their dosage ranges using the knowledge of CM dosage and distribution rules of herbs. Then the 38 natural classes are clustered to 6 basic classes reflecting characteristic attributes of various herbs. Based on the results of classified herbs, a set of nonlinear measuring functions of intensities of effects is designed for various basic classes. These functions have been embedded in our intelligent calculation system of efficacies of prescriptions. The effects of 560 herbs and curative efficacies of more than 1000 prescriptions derived from “ShangHan Lun”, “JinGui YaoLue”, “Ming Jia Yi An”, etc., have been calculated and discovered successfully. It is proved that the accuracy of theses results by these models has been obviously enhanced.
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Ren T G, Gao Q Q, Liu X F, et al. An intelligence processing method related to efficacy messages of traditional Chinese Medicine prescriptions. In: Pan J S, Shi P, Shieh C S, eds. Proceedings of Third International Conference on Innovative Computing, Information and Control (ICICIC 2008, Dalian) on CD-ROM, IEEE Computer Society, Conference Publishing Services (CPS), USA, New Jersey: InControl Productions, Inc. 2008
Li S Z. Imperial writer compile. BenCao Detailed Outlines (in Chinese). Beijing: Beijing Science and Technology Publishing House, 2006
Liu D Z. ShangHan Lun Collates and Notes (in Chinese). Beijing: The People Sanitation Publishing House, 1991
Li P S, Liu D Z. ShangHan Lun Teaching Material (in Chinese). Shanhai: Shanghai Science and Technology Publishing House, 1985
Huangdi Neijing Suwen·ZhiZhen Yao DaLunPian (in Chinese). Beijing: People’s Military Medical Press, 2005
Gao Q Q. The multiple inference engines structure in the implementation system of Tuili. Chin J Comput, 1991, 14: 781–790
Lu R Q, compiles and writes. Artificial Intelligence (in Chinese). Beijing: Science Press, 1989. 1–91
Clocksin W F, Melish C S. Programming in Prolog. Berlin, Heidelberg, New York: Springer-Verlag, 1981. 207–227
Gao Q Q, Ren T G. An improved mathematic model of relative dosage of herb for Chinese Medicine prescription. Orien J Math, 2009, 1: 13–25
Gao X M, ed. Chinese Pharmacy (in Chinese). Beijing: Chinese Publishing House of Chinese Traditional Medicine, 2002
Edited committee of National Traditional Chinese Medicine Manage Office. ZhongHua BenCao (in Chinese). Shanghai: Publishing House of Shanghai Science and Technique, 1999
Gao Q Q, Ren T G, Liu X F, et al. A classified herbs method and searching algorithm of classification tree used for mathematical measurement of effect. In: Liao B Y, Pan J S, Shi P, et al., eds. Proceedings of Fourth International Conference on Innovative Computing, Information and Control (ICICIC 2009, Kaohsiung) on CD-ROM, IEEE Computer Society, Conference Publishing Services (CPS), USA, New Jersey: InControl Productions, Inc. 2009
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Gao, Q., Ren, T. A measuring method of effects of herbs based on classification used for intelligent calculation of efficacies of prescriptions. Sci. China Inf. Sci. 53, 2047–2061 (2010). https://doi.org/10.1007/s11432-010-4068-8
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DOI: https://doi.org/10.1007/s11432-010-4068-8