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https://hdl.handle.net/1959.11/11962
Title: | Studying Herb-Herb Interaction for Insomnia through the theory of Complementarities | Contributor(s): | Poon, Josiah (author); Poon, Simon (author); Gao, Junbin (author); Yin, Dawei (author); Chan, Kelvin (author); Loy, Clement (author); Zhou, Xuezhong (author); Zhang, Runshun (author); Liu, Baoyan (author); Kwan, Paul H (author); Sze, Daniel (author) | Publication Date: | 2010 | DOI: | 10.1109/BIBMW.2010.5703897 | Handle Link: | https://hdl.handle.net/1959.11/11962 | Abstract: | The efficacy of a TCM medication derives from the herb-herb interaction in a formula. Although there are standard formulae, a practitioner will only pick a subset of formulas as templates and personalize them for the patients. It is not easy to determine the true interacting herbs to contribute to the effectiveness of a treatment. Association rule mining is an approach to find the co-occurrence of some items, however, it is not goal-oriented, and the generated results are very sensitive to the given parameters, i.e. support count. The aim of this paper is to introduce a new framework to systematically generate a set of combinations of interacting herbs that leads to good outcome. This algorithm was tested with a dataset of treatment of insomnia to understand the effectiveness of combination of herbs. Interesting and insightful results were noted and discussed. | Publication Type: | Conference Publication | Conference Details: | BIBM 2010: IEEE International Conference on Bioinformatics and Biomedicine, Hong Kong, China, 18th - 21st December, 2010 | Source of Publication: | Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops (BIBMW), p. 722-726 | Publisher: | Institute of Electrical and Electronics Engineers (IEEE) | Place of Publication: | Los Alamitos, United States of America | Fields of Research (FoR) 2008: | 080109 Pattern Recognition and Data Mining 111711 Health Information Systems (incl Surveillance) 080605 Decision Support and Group Support Systems |
Socio-Economic Objective (SEO) 2008: | 899999 Information and Communication Services not elsewhere classified | Peer Reviewed: | Yes | HERDC Category Description: | E1 Refereed Scholarly Conference Publication | Publisher/associated links: | http://www.math.hkbu.edu.hk/BIBM2010/ |
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Appears in Collections: | Conference Publication |
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