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Developing a Machine-Learning Prediction Model for Infliximab Response in Crohn's Disease: Integrating Clinical Characteristics and Longitudinal Laboratory Trends.

Yun QiuShixian HuKang ChaoLingjie HuangZicheng HuangRen MaoFengyuan SuChuhan ZhangXiaoqing LinQian CaoXiang GaoMin-Hu Chen
Published in: Inflammatory bowel diseases (2024)
The established prediction model demonstrated remarkable discriminatory power in distinguishing long-term responders from nonresponders to IFX therapy. The identification of distinct patient clusters further emphasizes the need for tailored therapeutic approaches in CD management.
Keyphrases
  • machine learning
  • case report
  • artificial intelligence
  • cross sectional
  • big data
  • ulcerative colitis
  • bioinformatics analysis
  • deep learning
  • stem cells
  • mesenchymal stem cells