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Identification and prediction of association patterns between nutrient intake and anemia using machine learning techniques: results from a cross-sectional study with university female students from Palestine.

Radwan QasrawiManal BadrasawiDiala Abu Al-HalawaStephanny Vicuna PoloRami Abu KhaderHaneen Al-TaweelReem Abu AlwafaRana ZahdehAndreas HahnJan Philipp Schuchardt
Published in: European journal of nutrition (2024)
Besides the nutrients commonly known to be linked to anemia-like folate, Vit B6, C, B12, or Fe-the cluster analyses in the present cohort of young female university students have also found choline, Vit E, B2, Zn, Mg, Mn, and phosphorus as additional nutrients that might relate to the development of anemia. Further research is needed to elucidate if the intake of these nutrients might influence the risk of anemia.
Keyphrases
  • iron deficiency
  • chronic kidney disease
  • heavy metals
  • risk assessment
  • sewage sludge
  • metal organic framework
  • high school
  • transition metal