A YinYang bipolar fuzzy cognitive TOPSIS method to bipolar disorder diagnosis.
BACKGROUND AND OBJECTIVE
Bipolar disorder is often mis-diagnosed as unipolar depression in the clinical diagnosis. The main reason is that, different from other diseases, bipolarity is the norm rather than exception in bipolar disorder diagnosis. YinYang bipolar fuzzy set captures bipolarity and has been successfully used to construct a unified inference mathematical modeling method to bipolar disorder clinical diagnosis. Nevertheless, symptoms and their interrelationships are not considered in the existing method, circumventing its ability to describe complexity of bipolar disorder. Thus, in this paper, a YinYang bipolar fuzzy multi-criteria group decision making method to bipolar disorder clinical diagnosis is developed.


METHODS
Comparing with the existing method, the new one is more comprehensive. The merits of the new method are listed as follows: First of all, multi-criteria group decision making method is introduced into bipolar disorder diagnosis for considering different symptoms and multiple doctors' opinions. Secondly, the discreet diagnosis principle is adopted by the revised TOPSIS method. Last but not the least, YinYang bipolar fuzzy cognitive map is provided for the understanding of interrelations among symptoms.


RESULTS
The illustrated case demonstrates the feasibility, validity, and necessity of the theoretical results obtained. Moreover, the comparison analysis demonstrates that the diagnosis result is more accurate, when interrelations about symptoms are considered in the proposed method.


CONCLUSIONS
In a conclusion, the main contribution of this paper is to provide a comprehensive mathematical approach to improve the accuracy of bipolar disorder clinical diagnosis, in which both bipolarity and complexity are considered.
['Han|Ying|Y|', 'Lu|Zhenyu|Z|', 'Du|Zhenguang|Z|', 'Luo|Qi|Q|', 'Chen|Sheng|S|']
D001714:Bipolar Disorder D003071:Cognition D003657:Decision Making D017143:Fuzzy Logic D006801:Humans D008962:Models, Theoretical D010818:Practice Patterns, Physicians'
Bipolarity TOPSIS Bipolar disorder diagnosis YinYang bipolar fuzzy set Fuzzy cognitive map