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  • 标题:Detection of the relationship between thrombophilia disease with genetic disorders by adaptive neuro-fuzzy inference system (ANFIS)
  • 其他标题:Trombofili hastalığı ile genetik bozukluklar arasındaki ilişkinin adaptif ağ tabanlı bulanık mantık çıkarım sistemi (ANFIS) ile tespit edilmesi
  • 本地全文:下载
  • 作者:Bülent Haznedar ; Adem Kalınlı
  • 期刊名称:Sakarya University Journal of Science
  • 印刷版ISSN:1301-4048
  • 电子版ISSN:2147-835X
  • 出版年度:2016
  • 卷号:20
  • 期号:1
  • 语种:English
  • 出版社:Sakarya University
  • 摘要:Thrombosis is a condition involving the clotting of bloods in the veins or in an organ, whereas thrombophilia is a term used to describe a predisposition for thrombosis. In diseases causing major health problems that are related to thrombosis, people may even lose their lives in many cases. Thrombosis is multifactorial, it is known to cause a number of acquired and hereditary factors which lead to thrombosis formation through various mechanisms. Therefore, many difficulties are experienced in the diagnosis of thrombophilia. In this context, traditional statistical methods are often inadequate for the evaluation of clinical and laboratory data. In this study, in order to determine the relationship between genetic disorders and thrombophilic disease, the Adaptive Neuro-Fuzzy Inference System (ANFIS) is used and our results are compared to the results of some of the commonly-used classification algorithms. Simulation results showed that the results from using ANFIS were more successful than those obtained from considered classification algorithms.
  • 其他摘要:Kanın damar içinde ya da bir organda pıhtılaşması olan Tromboz’a yol açan hastalıklarda önemli sağlık sorunları ortaya çıkmakta ve hatta birçok vakada insanlar hayatını kaybedebilmektedir. Tromboz gelişimi multifaktoriyel olup, çok sayıda edinsel ve kalıt
  • 关键词:ANFIS;neuro-fuzzy;fuzzy logic;Thrombophilia
  • 其他关键词:ANFIS;bulanık mantık;Trombofili
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