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

Habiba LibaRekia Belahsen
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