Bridging the Gap Between AI and Healthcare Sides: Towards Developing Clinically Relevant AI-Powered Diagnosis Systems

摘要

Overview of our discussions towards developing clinically relevant AI-powered diagnosis systems: ( ) A workshop for 7 Japanese people with various AI and/or Healthcare background to develop medical AI fitting into a clinical environment in five years; ( ) A questionnaire survey for 9 Japanese physicians to confirm our pathology-aware GAN-based realistic/diverse image augmentation’s clinical relevance—the medical DA requires high diversity whereas the physician training requires high realism.