ESR eHealth and Informatics Subcommittee Session

ESR eHealth 7 - The brave new world of multimodal and foundational models

February 27, 08:00 - 09:30 CET

5 min
Chairperson's introduction
15 min
How transformers transformed AI: technical introduction
  1. To learn what type of deep learning architecture transformers are.
  2. To appreciate the impact transformers had on a variety of tasks outside medicine.
  3. To discuss the potential applications of transformer models in radiology.
15 min
How will generative AI and foundation models change medical imaging?
  1. To learn about generative AI and foundation models in the context of medical imaging.
  2. To discuss potential applications of generative AI in radiology.
  3. To appreciate potential pitfalls when applying generative AI and foundation models.
15 min
Understandability and trust in large language models
  1. To appreciate examples of challenging interaction with and misleading output of large language models.
  2. To discuss clinically useful applications of large language models in radiology.
  3. To learn about methods to overcome the limitations in trust and understandability of large language models.
15 min
Multimodality and beyond, a glimpse on potential futures of healthcare
  1. To learn about applications of AI on multimodal datasets.
  2. To appreciate recent and future developments in computer vision.
  3. To discuss interesting bleeding edge technologies that could impact the future of radiology.
25 min
Panel discussion: Advanced AI: when will it be ready for prime time?