期刊
EXPERT SYSTEMS
卷 36, 期 3, 页码 -出版社
WILEY
DOI: 10.1111/exsy.12377
关键词
decision support model; medical diagnosis; similarity; three-way decision theory; treatment advice
资金
- Fundamental Research Funds for the Central Universities of Central South University [2018zzts092]
- National Natural Science Foundation of China [71771219, 71871229]
Patients always want a precise diagnosis and appropriate treatment advice when they are diagnosed with a disease. Furthermore, the original information about certain features and symptoms appears in different forms, and the effect of time is always ignored in the process of diagnosis. To overcome these defects, this paper develops a systematic multiperiod hybrid decision support model, which combines the similarity measurement and three-way decision theory to provide prediction and treatment advice for patients under the fuzzy environment. This multiperiod hybrid decision support model, which considers the effect of time, including transformation module, multiperiod integration module, similarity module, prediction module, and three-way decision module, provides disease prediction and advice on treatment based on similarities and three-way decision theory. To validate this model, we construct an illustration composed of four cases, and this ultimately shows that MPH-SDM can effectively support patients' disease diagnoses and treatment.
作者
我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。
推荐
暂无数据