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Machine Learning Identifies Metabolic Dysfunction-Associated Steatotic Liver Disease in Patients With Diabetes Mellitus.

Katarzyna NabrdalikHanna KwiendaczKrzysztof IrlikMirela HendelKarolina DrożdżAgata M WijataJakub NalepaOliwia JanotaWiktoria WójcikJanusz GumprechtGregory Y H Lip
Published in: The Journal of clinical endocrinology and metabolism (2024)
A ML approach demonstrated high performance in identifying MASLD in patients with DM. This approach may facilitate better risk stratification and cardiovascular risk prevention strategies for high-risk patients with DM at risk of MASLD.
Keyphrases
  • machine learning
  • glycemic control
  • genome wide
  • oxidative stress
  • type diabetes
  • artificial intelligence
  • big data
  • deep learning
  • metabolic syndrome
  • dna methylation
  • adipose tissue
  • insulin resistance
  • skeletal muscle