DESIGN OF A FUZZY MODEL FOR THALASSEMIA DISEASE DIAGNOSIS: USING MAMDANI TYPE FUZZY INFERENCE SYSTEM (FIS)

Abstract

Objective: Diagnosis process of Thalassemia requires several types of medical test, and results of this test together identify the stage of Thalassemia. The objective of this study is to design a Fuzzy Inference System to diagnose the severity of the Thalassemia disease of a patient by using Fuzzy Logic.Methods: In this paper, a new approach based on fuzzy inference system was presented for prediction of Thalassemia disease in patients. The proposed Fuzzy model combined the expert’s knowledge and the fuzzy logic approach which is then combined in fuzzy rule base to diagnose the presence of the disease. The performances of the system graphically represented by fuzzy inference system tools in MATLAB8.4.Results: It was found that our program matched the doctor’s diagnosis in 12 cases perfectly. The other 3 were marginally off. This results with an accuracy of about 80 %.Conclusion: The result suggests that the model provides the most effective way to identify Thalassemia type in patients. The results in this work can be obtained by a simple and inexpensive method. This would generate, in economic terms, significant savings.Keywords: CBC Test, Fuzzy Logic, Mamdani Fuzzy Inference System, Thalassemia Disease

Authors and Affiliations

Sapna Thakur, Sharada Nandan Raw, Ravindra Sharma

Keywords

Related Articles

SCREENING OF ANTIOXIDANT ACTIVITIES AND THEIR BIOAVAILABILITY OF TROPICAL FRUIT BYPRODUCTS FROM INDONESIA

Objective: The objectives of this study were to investigate the antioxidant activities in peel and seed of six tropical fruits from Indonesia and to evaluate their bioavailability by in vitro digestion model.Methods: Six...

SUPER GENERICS / IMPROVED THERAPEUTIC ENTITIES: AN APPROACH TO FULFIL UNMET MEDICAL NEEDS AND EXTENDING MARKET EXCLUSIVITY OF GENERIC MEDICINES

The generic market is more competitive & the pharmaceutical market players are looking for developing newer versions of generics by adding value to the product and getting the extension in market exclusivity for the...

PLASMID PROFILE AND CURING, BIOFILM DETECTION AMONG ESBL PRODUCING ISOLATES OF ACINETOBACTER SPECIES

Objective: The aim of the present study is to evaluate the plasmid profile and curing in extended spectrum beta-lactamases (ESBL) producers and know the association of biofilm formation among ESBLs.Methods: Standard disk...

COMBINED EFFECTS OF CADMIUM AND MECURY ON SOME BIOCHEMICAL AND HISTOCHEMICAL CHANGES IN LIVER, KIDNEY AND GILLS OF CHANNA PUNCTATUS (BLOCH)

Objective: The present study was conducted to investigate the effects of cadmium (Cd) and mercury (Hg) in combination at sub-lethal concentrations for 32 days on histochemical localization of heavy metals and on serum bi...

SYNTHESIS AND ANTI-EPILEPTIC ACTIVITY OF SOME NOVEL 3-(4-(4-(SUBSTITUTED BENZYLIDENEAMINO)-5-MERCAPTO-4-1,2,4-TRIAZOLE-3-YL)PHENYLIMINO)-1-((DIMETHYL AMINO) METHYL)-5-FLUOROINDOLIN-2-ONE DERIVATIVES

Objective: Synthesis and anti-epileptic evaluation of some novel Schiff and Mannich bases of isatin derivatives.Methods: A series of novel 3-(4-(4-(substituted benzylideneamino)-5-mercapto-4-1,2,4-triazole-3-yl)phenylimi...

Download PDF file
  • EP ID EP577746
  • DOI -
  • Views 72
  • Downloads 0

How To Cite

Sapna Thakur, Sharada Nandan Raw, Ravindra Sharma (2016). DESIGN OF A FUZZY MODEL FOR THALASSEMIA DISEASE DIAGNOSIS: USING MAMDANI TYPE FUZZY INFERENCE SYSTEM (FIS). International Journal of Pharmacy and Pharmaceutical Sciences, 8(4), 356-361. https://europub.co.uk/articles/-A-577746