Dataset dependency of low-density lipoprotein-cholesterol estimation by machine learning.
Hidekazu IshidaHiroki NagasawaYasuko YamamotoHidetsugu FujigakiHiroki DoiMidori SaitoYuya IshiharaTakashi FujitaMariko IshidaYohei KatoRyosuke KikuchiHidetoshi MatsunamiMasao TakemuraHiroyasu ItoKuniaki SaitoPublished in: Annals of clinical biochemistry (2023)
Although machine learning models provide valuable method for LDL-C estimates, they should be trained on datasets with matched characteristics. The versatility of machine learning methods is another important consideration.