Development of a fuzzy expert system for the nephropathy control assessment in patients with type 2 diabetes mellitus

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• 作者：Ramiro Meza-Palacios^a ; ^{ramiro.meza.palacios@hotmail.com} ; Alberto A. Aguilar-Lasserre^a ; ^{albertoaal@hotmail.com} ; Enrique L. Ureñ ; a-Bogar&iacute ; n^b ; ^{enrique.urena@imss.gob.mx} ; Carlos F. Vá ; zquez-Rodr&iacute ; guez^c ; ^{carlos.vazquezr@imss.gob.mx} ; Rubé ; n Posada-Gó ; mez^a ; ^{pgruben@yahoo.com} ; Arm&iacute ; n Trujillo-Mata^a ; ^{armin.trujillo@hotmail.com}
• 关键词：Fuzzy expert system ; Response surface ; Expertise ; Nephropathy control ; Type 2 diabetes mellitus
• 刊名：Expert Systems with Applications
• 出版年：2017
• 出版时间：15 April 2017
• 年：2017
• 卷：72
• 期：Complete
• 页码：335-343
• 全文大小：1523 K
• 卷排序：72

文摘

A fuzzy expert system to assess the nephropathy control is proposed. The success rate of the fuzzy expert system is 93.33%. The use of this system allows reduce the lack of control and wrong treatments. The system would be useful if it is adapted to the diagnosis of other pathologies. Recognition of predictor variables of lack of control avoid irreversible damage in kidneys.