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

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(S)...

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Detalles Bibliográficos
Autores principales: Kheradpisheh, Zohreh, Mahvi, Amir Hossein, Mirzaei, Masoud, Mokhtari, Mehdi, Azizi, Reyhane, Fallahzadeh, Hossein, Ehrampoush, Mohammad Hassan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2018
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6148227/
https://www.ncbi.nlm.nih.gov/pubmed/30258638
http://dx.doi.org/10.1007/s40201-018-0290-x
Descripción
Sumario: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(S) 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(2) = 0.81 for test and R(2) = 0.85 for train in all cases and controls data. This results were R(2) = 0.73 and R(2) = 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(2) = 0.85 gained from ANFIS was the best.

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