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

Autor: Mohammad Hassan Ehrampoush, Reyhane Azizi, Masoud Mirzaei, Hossein Fallahzadeh, Zohreh Kheradpisheh, Mehdi Mokhtari, Amir Hossein Mahvi
Jazyk: angličtina
Rok vydání: 2018
Předmět:
Environmental Engineering
Adaptive neural-fuzzy inference system (ANFIS)
Health
Toxicology and Mutagenesis
Physiology
02 engineering and technology
010501 environmental sciences
Thyroid Gland Disorder
01 natural sciences
Applied Microbiology and Biotechnology
Correlation
chemistry.chemical_compound
Thyroid-stimulating hormone
0202 electrical engineering
electronic engineering
information engineering
Medicine
Drinking water
Water fluoride
Fluoride
Waste Management and Disposal
0105 earth and related environmental sciences
Water Science and Technology
Adaptive neuro fuzzy inference system
business.industry
Artificial neural networks (ANNS)
Public Health
Environmental and Occupational Health
Pollution
chemistry
Thyroid hormones
020201 artificial intelligence & image processing
Thyroid stimulating hormone (TSH)
business
Hormone
Research Article
Zdroj: Journal of Environmental Health Science and Engineering
ISSN: 2052-336X
Popis: 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 ANNS 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 R2 = 0.81 for test and R2 = 0.85 for train in all cases and controls data. This results were R2 = 0.73 and R2 = 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 R2 = 0.85 gained from ANFIS was the best.
Databáze: OpenAIRE
Externí odkaz:
Nepřihlášeným uživatelům se plný text nezobrazuje