Interval Type-2 Fuzzy Analysis and Comprehensive Evaluation for Neonatal Pathological Jaundice
文献类型：期刊论文
| 作者 | Mo, Hong3; Yang, Chun3; Wang, Xiao4,5 ; Wang, Fei-Yue1,2,4,5
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| 刊名 | IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS
 |
| 出版日期 | 2021-11-16 |
| 页码 | 10 |
| ISSN号 | 2329-924X |
| 关键词 | Pediatrics Frequency selective surfaces Fuzzy sets Pathology Process control Medical diagnostic imaging Biomedical monitoring Dynamic closed-loop control process fuzzy rule bases interval type-2 fuzzy comprehensive evaluation neonatal pathological jaundice (NPJ) |
| DOI | 10.1109/TCSS.2021.3125832 |
| 通讯作者 | Mo, Hong(mohong198@163.com) |
| 英文摘要 | Neonatal pathological jaundice (NPJ) is easy to cause bilirubin encephalopathy, which has high mortality and sequelae rate. Therefore, accurate risk evaluation can help clinicians take appropriate measures to timely intervene in neonatal jaundice level and avoid complications. In this article, five indexes are extracted as the factor set for the risk evaluation of NPJ, and the diagnostic criteria are determined. Then, five index sets are described by interval type-2 fuzzy sets, and the corresponding membership functions and membership function figures are provided. The feasibility of interval type-2 fuzzy comprehensive evaluation in risk evaluation of NPJ is demonstrated through example, and the fuzzy rule bases of prevention and treatment for NPJ are constructed according to the results of risk evaluation. Finally, this article demonstrates that the proposed risk evaluation and treatment process of NPJ is actually a dynamic closed-loop control process, which is consistent with the clinical treatment process. This article provides a new solution for the aided diagnosis and decision-making treatment of NPJ, which is of great significance in reducing neonatal mortality and alleviating the pressure of medical staff. |
| WOS关键词 | DYNAMIC-SYSTEMS ; NEURAL-NETWORK ; BILIRUBIN ; LOGIC ; HYPERBILIRUBINEMIA ; UNCERTAINTY ; COLOR |
| WOS研究方向 | Computer Science |
| 语种 | 英语 |
| 出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
| WOS记录号 | WOS:000732322400001 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/46881]  |
| 专题 | 自动化研究所_复杂系统管理与控制国家重点实验室_先进控制与自动化团队 |
| 通讯作者 | Mo, Hong |
| 作者单位 | 1.Natl Univ Def Technol, Res Ctr Mil Computat Expt & Parallel Syst, Changsha 410015, Peoples R China 2.Univ Chinese Acad Sci, Ctr China Econ & Social Secur, Beijing 100049, Peoples R China 3.Changsha Univ Sci & Technol, Coll Elect & Informat Engn, Changsha 410114, Peoples R China 4.Qingdao Acad Intelligent Ind, Qingdao 266109, Peoples R China 5.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing, Peoples R China |
| 推荐引用方式 GB/T 7714 | Mo, Hong,Yang, Chun,Wang, Xiao,et al. Interval Type-2 Fuzzy Analysis and Comprehensive Evaluation for Neonatal Pathological Jaundice[J]. IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS,2021:10. |
| APA | Mo, Hong,Yang, Chun,Wang, Xiao,&Wang, Fei-Yue.(2021).Interval Type-2 Fuzzy Analysis and Comprehensive Evaluation for Neonatal Pathological Jaundice.IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS,10. |
| MLA | Mo, Hong,et al."Interval Type-2 Fuzzy Analysis and Comprehensive Evaluation for Neonatal Pathological Jaundice".IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS (2021):10. |
入库方式： OAI收割
来源：自动化研究所
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