Navigating AI in Clinical Trials: Unraveling Challenges in Histology-based Disease Assessment for IBD Patients

Time: 3:00 pm
day: AI/Machine Learning Pre-Conference Focus Day


  • Annotation Granularity: Can we rely on the AI model trained without detailed annotations of tissue pathologies?
  • Batch Effects on AI Models: Do batch effects negatively affect the AI reasoning process and how to prevent them?
  • Matching Expert Accuracy: Do clinical conclusions about the disease state derived from the AI model, matching histology experts' accuracy, align with clinicians' assessments?