Radiomics, genomics, artificial intelligence… Not a single neuro-imaging conference without talks within these fields. But how should we interpret these results? How can we use them in our own research? And more importantly, how can these play a role witin the fied of neuro-oncology? GliMR is unites top researchers within these fields to answer these questions.
Join our summer school from 25 to 27 July 2022 in Dublin!
Registration (deadline 15th April)
Please answer this pre-registration form:
https://forms.gle/dWUjPqwsNJbQwJv3A
Reimbursement:
https://docs.google.com/document/d/1MKtxY6Pa_nUhU5z6wQB0QxQeuPD36u6-J3ohh0VJJsY/edit?usp=sharing
Program at-a-glance
Full program will follow soon.
Monday 25 July 2022 – Introduction, Radiomics, Genomics, Medical Imaging
| Time (UTC) | Session |
| 08.45h – 09.00h | Welcome |
| 09.00h – 10.00h | Radiomics in Neuro-Oncology |
| 10.00h – 11.00h | Genomics – Integrating genomics into neuro-oncology |
| 11.10h – 11.15h | Coffee break |
| 11.15h – 12.15h | Advanced medical imaging modalities – MRI |
| 12.15h – 13.15h | Lunch |
| 13.15h – 14.15h | Radiomics and AI: tools, workflow & biomarkers – State of the art (lecture) |
| 14.15h – 15.15h | Radiomics applied (Hands-on) – Pyradiomics or similar, image preprocessing, feature extraction, and statistical analysis – Part 1 |
| 15.15h – 15.30h | Coffee break |
| 15.30h – 16.30h | Radiomics applied (Hands-on) – Pyradiomics or similar, image preprocessing, feature extraction, and statistical analysis – Part 2 |
Tuesday 26 July 2022 – Explainable Artificial Intelligence (Advanced)ion, Radiomics, Genomics, Medical Imaging
| Time (UTC) | Session |
| 09.00h – 10.00h | XAI and recent developments |
| 10.00h – 11.00h | MONAI Architecture and its applications in brain tumor diagnosis |
| 11.00h – 11.15h | Coffee break |
| 11.15h – 12.15h | Advanced machine learning and deep learning approaches in brain tumour diagnosis and prognosis (Hands-on MONAI) |
| 12.15h – 13.15h | Lunch |
| 13.15h – 14.15h | Need for XAI in clinical translation |
| 14.15h – 15.15h | Designing inclusive AI, trust and ethics |
| 15.15h – 15.30h | Coffee break |
| 15.30h – 16.30h | Data Governance |
| Network gala diner |
Wednesday 27 July 2022 – Industry talk/demonstration and Panel Discussion
| 09.00h – 11.15h | Industry Demo’s TBA |
| 12.15h – 13.15h | Lunch |
| 13.15h – 15.15h | Panel Discussion TBA |
| 15.15h – 15.30h | Coffee break |
| 15.30h – 16.30h | Federated Learning – Something to look for |
