The 5th Subcommittee on Software as a Medical Device Utilizing AI and Machine Learning

Press Releaseopen close

Agenda

1. How to compile a report
   • Introduction
   • Analysis of related trends in Japan and overseas
   • Biases related to AI learning
   • Problems of reuse of evaluation data in post-marketing learning and the current state of research to solve the problems
   • New Approaches to Data Augmentation
   • Current status and issues of training data construction by physical model simulation
   • Perspectives on databases
2. Others

List of Handouts

• Document 1 Summary of Discussions at the 4th Working Group
• Document 2 Initiatives of the AI Expert Subcommittee WG
• Document 3 Topic Note of Discussion
• Document 4 Agenda and Draft of Report (Repost of the 4th Subcommittee)
• Document 5 Biases related to AI learning
• Ref.1 Supplementary document related to ChatCAD
• Ref.2 Materials with comments to the discussion notes