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<span>Body Mass Index (BMI) is a good indicator of nutritional status in <br /> a population. It can be considered as an indicator of overall health condition. Beside Genetic aspects the BMI level is affected by different factors, such as socio economic, environmental and physical activity level. This study investigated about the effects of different physical and environmental factors on the BMI level of a sample of 75 adults </span><span>and fit a suitable ANN based model</span><span>. Thedoi:10.11591/ijphs.v8i3.18286 fatcat:q74klqcifvdyjgqcnpyairpp6u