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Published in:

Volume 5 Issue 1
January-2018
eISSN: 2349-5162

Unique Identifier

JETIR1801103

Page Number

540-544

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Title

A Novel Approach to Diagnosis of Diabetes with Prevalent Factor Concentration

ISSN

2349-5162

Cite This Article

"A Novel Approach to Diagnosis of Diabetes with Prevalent Factor Concentration", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.5, Issue 1, page no.540-544, January-2018, Available :http://www.jetir.org/papers/JETIR1801103.pdf

Abstract

Present day medical diagnosis requires various kinds of factors understanding and x-ray analysis which can be considered as base to give the final diagnoses. Whenever a diagnosis is given, different factors has to be deeply understood and be compared depending on different situations and factor combinations to place the final verdict. Due to the different levels of concentrations or strengths of the various factor, there is a probability of getting best as well as worst combinations. The factors need to be analysed with their concentration values according to different case, and is one of the most tedious task. In this paper, fuzzy set theory is incorporated to handle uncertainties. The fuzzy logic provides a mathematical framework for representation and processing of expert knowledge. The concept of if-then rules plays a role in approximation of the variables like cross over point. The proposed technique is able to improve the decision-making power of the diagnosis prediction. This algorithm converts various factors to fuzzy data and fuzzy data into de-fuzzification.

Key Words

Fuzzy inference system (FIS), Insulin-dependent diabetes mellitus (IDDM), Non-insulin-dependent diabetes mellitus (NIDDM), Interval Type-2 Neuro-Fuzzy Inference System (IT2FIS), Quality of Service (QoS)

Cite This Article

"A Novel Approach to Diagnosis of Diabetes with Prevalent Factor Concentration", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 1, page no. pp540-544, January-2018, Available at : http://www.jetir.org/papers/JETIR1801103.pdf

Publication Details

Published Paper ID: JETIR1801103
Registration ID: 180015
Published In: Volume 5 | Issue 1 | Year January-2018
DOI (Digital Object Identifier):
Page No: 540-544
ISSN Number: 2349-5162

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Cite This Article

"A Novel Approach to Diagnosis of Diabetes with Prevalent Factor Concentration", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 1, page no. pp540-544, January-2018, Available at : http://www.jetir.org/papers/JETIR1801103.pdf




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