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Training School – Artificial Intelligence in Neuro-Oncology

Training School – Artificial Intelligence in Neuro-Oncology

25 - 27 July 2022 University College Dublin Ireland
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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 – 09.00hWelcome
09.00h – 10.00hRadiomics in Neuro-Oncology
10.00h – 11.00hGenomics – Integrating genomics into neuro-oncology
11.10h – 11.15hCoffee break
11.15h – 12.15hAdvanced medical imaging modalities – MRI
12.15h – 13.15hLunch
13.15h – 14.15hRadiomics and AI: tools, workflow & biomarkers –
State of the art (lecture)
14.15h – 15.15hRadiomics applied (Hands-on) –
Pyradiomics or similar, image preprocessing,
feature extraction, and statistical analysis – Part 1
15.15h – 15.30hCoffee break
15.30h – 16.30hRadiomics 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 – 10.00hXAI and recent developments
10.00h – 11.00hMONAI Architecture and its applications in
brain tumor diagnosis
11.00h – 11.15hCoffee break
11.15h – 12.15hAdvanced machine learning and deep learning
approaches in brain tumour diagnosis and prognosis
(Hands-on MONAI)
12.15h – 13.15hLunch
13.15h – 14.15hNeed for XAI in clinical translation
14.15h – 15.15hDesigning inclusive AI, trust and ethics
15.15h – 15.30hCoffee break
15.30h – 16.30hData Governance
Network gala diner

Wednesday 27 July 2022 – Industry talk/demonstration and Panel Discussion

09.00h – 11.15hIndustry Demo’s TBA
12.15h – 13.15hLunch
13.15h – 15.15hPanel Discussion TBA
15.15h – 15.30hCoffee break
15.30h – 16.30hFederated Learning – Something to look for

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