Application of neuro-fuzzy technology in medical diagnosis: Case study of heart failure

IFMBE Proceedings

Volumn 25, Issue 12, 2009, Pages 301-304

  Akinyokun, Charles O ^a   Obot, Okure U ^b   Uzoka, Faith Michael E ^c  

^a FEDERAL UNIVERSITY OF TECHNOLOGY   (Nigeria)

^b UNIVERSITY OF UYO   (Nigeria)

^c Mount Royal ^*  (Canada)

Author keywords

Cyanosis; Dyspnea; Fuzzy logic; Neural network; Oedema; Orthopnea; Palpitation; Tachycardia

Indexed keywords

CARDIOLOGY; COMPUTER CIRCUITS; DECISION SUPPORT SYSTEMS; ENGINES; EXPERT SYSTEMS; FUZZY FILTERS; FUZZY INFERENCE; FUZZY LOGIC; FUZZY NEURAL NETWORKS; MEDICAL PHYSICS; NEURAL NETWORKS;

CYANOSIS; DYSPNEA; OEDEMA; ORTHOPNEA; PALPITATION; TACHYCARDIA;

DIAGNOSIS;

EID: 77949468279     PISSN: 16800737     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/978-3-642-03893-8_86     Document Type: Conference Paper

References (6)

1. O.C Akinyokun and O.A Adeniji. Experimental Study of Intelligent Computer Aided Medical Diagnosis and Therapy. Journal of the Institute of Mathematics and Computer Science, India, 1991, 2(2).
2. O.U Obot. Knowledge Based Server for Medical Diagnosis and Therapy of Tropical Diseases. M.Tech Thesis, Federal University of Technology, Akure, Nigeria 1999.
3. O.C Akinyokun. Neuro-Fuzzy Expert System for Evaluation of Human Resource Performance. First Bank of Nigeria Plc Endowment Fund Public Lecture Series I, Federal University of Technology, Akure 2002.
4. O.U Obot. System Model for Medical Diagnosis and Therapy of Cardiovascular Diseases: A Case Study of Heart Failure. PhD Thesis, Federal University of Technology, Akure, Nigeria 2007.
5. Wong K, Fung CC and Myers D. An Integrated Neural Fuzzy Approach with Reduced Fuzzy Rules for Well Log Analysis. International Journal of Fuzzy Systems 2002; 4(1): 592-599.
6. Takagi T and Sugeno M. Derivation of Fuzzy Control Rules from Human Operators Control Actions. Proceedings of the IAFC Symposium on Fuzzy Information, Knowledge Representation and Decision Analysis 1993; 55-60.