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Phenotypes of non-alcoholic fatty liver disease (NAFLD) and all-cause mortality: unsupervised machine learning analysis of NHANES III.

Rodrigo M Carrillo-LarcoWilmer Cristobal Guzman-VilcaManuel Castillo-CaraClaudia Alvizuri-GómezSaleh AlqahtaniVanessa Garcia-Larsen
Published in: BMJ open (2022)
There is heterogeneity in patients with NAFLD, whom can be divided into three phenotypes with different mortality risk. These phenotypes could guide specific interventions and management plans, thus advancing precision medicine and public health for patients with NAFLD.
Keyphrases
  • machine learning
  • public health
  • artificial intelligence
  • big data
  • single cell
  • health insurance
  • deep learning