Multidisciplinary Session - Jointly organised with the Medical Image Computing and Computer Assisted Intervention Society (MICCAI)
MS 7 - Convergence of advanced imaging, AI, and treatments
Lectures
1
Chairpersons' introduction
05:00Merel Huisman, Nijmegen / NL, Georg Langs, Vienna / AT
2
How and for whom will medical image analysis change in the next five years
20:00Julia A. Schnabel, Neuherberg / DE
3
AI-driven spectral imaging for surgery and biomedical innovation
20:00Leonardo Ayala Menjivar, Heidelberg / DE
4
How do data driven approaches change radiology
20:00Daniel Pinto Dos Santos, Frankfurt / DE
5
Panel discussion: Are scientific advancements in imaging, AI, and treatment development converging?
25:00Panel discussion: Are scientific advancements in imaging, AI, and treatment development converging?
5 min
Chairpersons' introduction
Georg Langs, Vienna / Austria
Merel Huisman, Nijmegen / Netherlands
Merel Huisman, Nijmegen / Netherlands
20 min
How and for whom will medical image analysis change in the next five years
Julia A. Schnabel, Neuherberg / Germany
- To learn about the next big leaps we can expect from machine learning in the area of medical image analysis.
- To appreciate how the research community in this area is expanding towards LMI countries, and the corresponding impact on scientific advancements and their relevance.
- To understand how these advancements will become relevant drivers of a changing role of imaging in precision medicine.
20 min
AI-driven spectral imaging for surgery and biomedical innovation
Leonardo Ayala Menjivar, Heidelberg / Germany
- To understand the role of AI in perioperative spectral imaging.
- To examine how AI techniques can be used for domain bias mitigation in spectral imaging.
- To evaluate AI-based methods for functional imaging in a medical context.
20 min
How do data driven approaches change radiology
Daniel Pinto Dos Santos, Frankfurt / Germany
- To appreciate how the translation from scientific advancements to clinical implementation needs changes in workflows.
- To understand how machine learning is having an impact in clinical practice.
25 min
Panel discussion: Are scientific advancements in imaging, AI, and treatment development converging?
Georg Langs
Vienna / AustriaMerel Huisman
Nijmegen / Netherlands
Georg Langs
Vienna / AustriaMerel Huisman
Nijmegen / NetherlandsJulia A. Schnabel
Neuherberg / GermanyLeonardo Ayala Menjivar
Heidelberg / GermanyDaniel Pinto Dos Santos
Frankfurt / Germany