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Prediction of outcome of treatment of acute severe ulcerative colitis using principal component analysis and artificial intelligence.

Uday Chand GhoshalSushmita RaiAkshay KulkarniAnkur Gupta
Published in: JGH open : an open access journal of gastroenterology and hepatology (2020)
It is possible to predict the response to medical treatment in patients with UC using linear and nonlinear modeling technique. Serum albumin and Hb are strong predictive factors.
Keyphrases
  • artificial intelligence
  • machine learning
  • ulcerative colitis
  • big data
  • healthcare
  • deep learning
  • liver failure
  • early onset
  • intensive care unit
  • hepatitis b virus
  • smoking cessation