Login / Signup

Artificial Intelligence for Inflammatory Bowel Diseases (IBD); Accurately Predicting Adverse Outcomes Using Machine Learning.

Aria ZandZack StokesArjun SharmaWelmoed K van DeenDaniel Hommes
Published in: Digestive diseases and sciences (2022)
This study demonstrates feasibility of accurately predicting adverse outcomes using complex and novel AI models on large longitudinal data sets of patients with IBD. These models could be applied for risk stratification and implementation of preemptive measures to avoid adverse outcomes in a clinical setting.
Keyphrases
  • artificial intelligence
  • big data
  • machine learning
  • deep learning
  • primary care
  • healthcare
  • electronic health record
  • ulcerative colitis
  • quality improvement
  • cross sectional
  • postoperative pain