Fuzzy Expert System for Medical Diagnosis

Fuzzy systems are extensively used in both applied and experimental medicine and are one of the most prevalent subjects of today’s Medical Informatics. Despite some limitations of their use due to information, economical, educational and other reasons these systems are widely acknowledged in medical institutions operating in all levels of healthcare. The accuracy of some up-to-date fuzzy systems today matches the diagnostic abilities of physicians that are why it holds an important role in risk-assessment and diagnostics in pharmocology. In this paper, I have done work on the fever symptoms that help in the diagnosis of dengue fever symptoms with the help of some doctors on the basis of fuzzy rule system I tried to give a better identification of dengue fever on the sample based, on the lab features and clinical symptoms.

[1]  Chuan-Yu Chang,et al.  Using a spatiotemporal neural network on dynamic gadolinium-enhanced MR images for diagnosing recurrent nasal papilloma , 2002 .

[2]  M. Saleem Khan,et al.  DESIGN MODEL OF FUZZY LOGIC MEDICAL DIAGNOSIS CONTROL SYSTEM , 2011 .

[3]  Gwi-Tae Park,et al.  A methodology of computer aided diagnostic system on breast cancer , 2005, Proceedings of 2005 IEEE Conference on Control Applications, 2005. CCA 2005..

[4]  Chu Kiong Loo,et al.  Accurate and reliable diagnosis and classification using probabilistic ensemble simplified fuzzy ARTMAP , 2005, IEEE Transactions on Knowledge and Data Engineering.

[5]  R. Mlynarski,et al.  Rough set techniques for medical diagnosis systems , 2005, Computers in Cardiology, 2005.

[6]  R. Subramanian,et al.  CANFIS—a computer aided diagnostic tool for cancer detection , 2009 .

[7]  Elif Derya Übeyli Automatic diagnosis of diabetes using adaptive neuro‐fuzzy inference systems , 2010, Expert Syst. J. Knowl. Eng..

[8]  Chee Peng Lim,et al.  An enhanced generalized adaptive resonance theory neural network and its application to medical pattern classification , 2010, J. Intell. Fuzzy Syst..

[9]  Phayung Meesad,et al.  Combined numerical and linguistic knowledge representation and its application to medical diagnosis , 2003, IEEE Trans. Syst. Man Cybern. Part A.

[10]  M.H. Song,et al.  Classification of Heartbeats based on Linear Discriminant Analysis and Artificial Neural Network , 2005, 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference.

[11]  Chih-Ming Chen,et al.  A Novel and Efficient Neuro-Fuzzy Classifier for Medical Diagnosis , 2006, The 2006 IEEE International Joint Conference on Neural Network Proceedings.

[12]  Vadrevu Sree Hari Rao,et al.  A New Intelligence-Based Approach for Computer-Aided Diagnosis of Dengue Fever , 2015, IEEE Transactions on Information Technology in Biomedicine.