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Machine learning: Predicting hospital length of stay in patients admitted for lupus flares.

Radu GrovuYanran HuoAndrew NguyenOmar MouradZihang PanKhalil El-GharibChapman WeiAhmad MustafaTheodore QuanAnastasia Slobodnick
Published in: Lupus (2023)
Our results were consistent with the established literature and showed promise in ML over traditional methods of predictive analyses, even with rare rheumatic events such as lupus flare hospitalizations.
Keyphrases
  • systemic lupus erythematosus
  • machine learning
  • disease activity
  • rheumatoid arthritis
  • big data
  • systematic review
  • healthcare
  • artificial intelligence
  • emergency department
  • acute care
  • deep learning