Models to predict non-alcoholic fatty liver disease linked to obesity in Morocco.

Published in: Roczniki Panstwowego Zakladu Higieny (2022)

The prevalence of NAFLD linked to obesity is an alarming problem in Morocco. It was 83.5%. Age, gender, body mass index, alanine aminotransferase, triglycerides, C-reactive protein, alkaline phosphatase and gamma-glutamyl transferase are risk factors for NAFLD and its severity. It were used to develop two algorithms that can be used, as a more objective and non-invasive screening method for NAFLD.

Keyphrases

weight gain
body mass index
insulin resistance
metabolic syndrome
weight loss
type diabetes
high fat diet induced
machine learning
risk factors
mental health
physical activity
deep learning
skeletal muscle