TOWARDS ARTIFICIAL NEURAL NETWORK MODEL TO DIAGNOSE THYROID PROBLEMS

TOWARDS ARTIFICIAL NEURAL NETWORK MODEL TO DIAGNOSE THYROID PROBLEMS

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A820V

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TOWARDS ARTIFICIAL NEURAL NETWORK MODEL TO DIAGNOSE THYROID PROBLEMS

Dr. V.Sarasvathi CMS COLLEGE OF SCIENCE AND COMMERCE

Dr.A.Santhakumaran

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Abstract

Medical diagnosis can be viewed as a pattern classification problem: based a set of input features the goal is to classify a patient as having a particular disorder or as not having it. Thyroid hormone problems are the most prevalent problems nowadays. In this paper an artificial neural network approach is developed using a back propagation algorithm in order to diagnose thyroid problems. It gets a number of factors as input and produces an output which gives the result of whether a person has the problem or is healthy. It is found that back propagation algorithm is proved to be having high sensitivity and specificity.

TOWARDS ARTIFICIAL NEURAL NETWORK MODEL TO DIAGNOSE THYROID PROBLEMS

Medical diagnosis can be viewed as a pattern classification problem: based a set of input features the goal is to classify a patient as having a particular disorder or as not having it. Thyroid hormone problems are the most prevalent problems nowadays. In this paper an artificial neural network approach is developed using a back propagation algorithm in order to diagnose thyroid problems. It gets a number of factors as input and produces an output which gives the result of whether a person has the problem or is healthy. It is found that back propagation algorithm is proved to be having high sensitivity and specificity.

Authors

Dr. V.Sarasvathi CMS COLLEGE OF SCIENCE AND COMMERCE

Dr.A.Santhakumaran

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Dr. V.Sarasvathi. 1970. “. Unknown Journal GJCST Volume 11 (GJCST Volume 11 Issue 5): .

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GJCST Volume 11 Issue 5
Pg. 53- 56

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Submission Received February 3, 2011
Accepted February 27, 2011
Published March 9, 2011

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Total Score: 112

Country: India

Subject: Uncategorized

Authors: Dr. V.Sarasvathi,Dr.A.Santhakumaran (PhD/Dr. count: 2)

View Count (all-time): 84

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Total Downloads (simulated): 11107

Publish Date: 1970 01, Thu

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