An Effective Traditional Chinese Medicine Syndrome Model based on Proportional Odds Model and Similarity
- https://doi.org/10.2991/ijcis.2010.3.1.6How to use a DOI?
- Syndrome model, Proportional odds model, Similarity, Score test
This paper discusses proportional odds model and similarity on the construction of Traditional Chinese Medicine (TCM) chronic gastritis syndrome model. The syndromes explain the true relationships among a set of symptoms, which can be characterized by marginal probabilities and conditional probabilities. The former represents the distribution of levels of the syndrome across the symptoms. The latter describes the probabilities of an individual in a certain syndrome being at a particular level of the symptom, so it enables us to characterize the nature of the syndromes and the essence of the symptoms. A graph model for TCM syndromes gives intuitive mathematical insight into its use and computation. Similarity among syndromes explains that the model we construct is altogether fitting and proper.
- © 2010, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - JOUR AU - Tong-sheng Chen AU - Shao-zi Li AU - Chang-le Zhou PY - 2010 DA - 2010/04/01 TI - An Effective Traditional Chinese Medicine Syndrome Model based on Proportional Odds Model and Similarity JO - International Journal of Computational Intelligence Systems SP - 56 EP - 69 VL - 3 IS - 1 SN - 1875-6883 UR - https://doi.org/10.2991/ijcis.2010.3.1.6 DO - https://doi.org/10.2991/ijcis.2010.3.1.6 ID - Chen2010 ER -