Correlation between drinking water fluoride and TSH hormone by ANNs and ANFIS.

J Environ Health Sci Eng

1Environmental Science and Technology Research Center, Department of Environmental Health Engineering, Shahid Sadoughi University of Medical Sciences, Yazd, Iran.

Published: June 2018

Background: Artificial neural networks (ANNs) and adaptive neural-fuzzy Inference system (ANFIS) are the best solutions to finding the correlation between some water parameters and human hormones. The correlation between thyroid stimulating hormone (TSH) and drinking water fluoride studied by ANN and ANFIS models in Yazd city.

Method: In this study, eighty people with thyroid gland disorder and 213 healthy people invited. Their thyroid hormones and fluoride drinking water analyzed.

Results: The result of ANFIS showed R = 0.81 for test and R = 0.85 for train in all cases and controls data. This results were R = 0.73 and R = 0.81 for ANNs respectively.

Conclusion: This models can be used as an alternative for show correlation between Drinking Water Fluoride and TSH Hormone and R = 0.85 gained from ANFIS was the best.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6148227PMC
http://dx.doi.org/10.1007/s40201-018-0290-xDOI Listing

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