AI Domain Generalisation: ICRM and ContextViT

AI Domain Generalisation: ICRM and ContextVisionTransformers

This video includes a compelling exploration of domain generalization within medical AI, specifically focusing on the challenges and potential solutions for X-ray image analysis across diverse healthcare settings. It elucidates a scenario where X-ray image quality and diagnostic capabilities vary significantly between hospitals, attributed to differences in equipment and patient demographics, such as the contrast between a well-equipped hospital in Beverly Hills and a less affluent facility with older technology. The discourse introduces the …

analysis capabilities challenges diagnostic differences diverse domain equipment exploration healthcare hospitals image medical medical ai quality ray solutions video x-ray