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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)...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2018
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Materias: | |
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 |
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author | Kheradpisheh, Zohreh Mahvi, Amir Hossein Mirzaei, Masoud Mokhtari, Mehdi Azizi, Reyhane Fallahzadeh, Hossein Ehrampoush, Mohammad Hassan |
author_facet | Kheradpisheh, Zohreh Mahvi, Amir Hossein Mirzaei, Masoud Mokhtari, Mehdi Azizi, Reyhane Fallahzadeh, Hossein Ehrampoush, Mohammad Hassan |
author_sort | Kheradpisheh, Zohreh |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-6148227 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-61482272019-04-11 Correlation between drinking water fluoride and TSH hormone by ANNs and ANFIS Kheradpisheh, Zohreh Mahvi, Amir Hossein Mirzaei, Masoud Mokhtari, Mehdi Azizi, Reyhane Fallahzadeh, Hossein Ehrampoush, Mohammad Hassan J Environ Health Sci Eng Research Article 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. Springer International Publishing 2018-04-11 /pmc/articles/PMC6148227/ /pubmed/30258638 http://dx.doi.org/10.1007/s40201-018-0290-x Text en © Springer International Publishing AG 2018 |
spellingShingle | Research Article Kheradpisheh, Zohreh Mahvi, Amir Hossein Mirzaei, Masoud Mokhtari, Mehdi Azizi, Reyhane Fallahzadeh, Hossein Ehrampoush, Mohammad Hassan Correlation between drinking water fluoride and TSH hormone by ANNs and ANFIS |
title | Correlation between drinking water fluoride and TSH hormone by ANNs and ANFIS |
title_full | Correlation between drinking water fluoride and TSH hormone by ANNs and ANFIS |
title_fullStr | Correlation between drinking water fluoride and TSH hormone by ANNs and ANFIS |
title_full_unstemmed | Correlation between drinking water fluoride and TSH hormone by ANNs and ANFIS |
title_short | Correlation between drinking water fluoride and TSH hormone by ANNs and ANFIS |
title_sort | correlation between drinking water fluoride and tsh hormone by anns and anfis |
topic | Research Article |
url | 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 |
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