10:00-10:10 |
Opening Scientific Day - Nico van den Berg (UMCU) |
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10:10-11:25 |
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Introduction Matteo Maspero (UMCU) |
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Loss functions & image quality metrics Maarten Terpstra (UMCU) |
Neural Fields for Computed Tomography Samuele Papa (NKI) |
Conditional neural fields with shift modulation for multi-sequence MRI translation Yunjie Chen (LUMC) |
Report outcome of SynthRAD2023 data challenge DLinRT image synthesis expert group: Evi Huijben (TUe) |
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11:25-12:30 |
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Introduction Jonas Teuwen (NKI) |
Large-scale dosimetric evaluation of deep learning organ contours in head-and-neck radiotherapy by leveraging existing plans Prerak Mody (LUMC) |
Cardiac substructure auto-contouring Luuk van der Pol (UMCU) |
Leveraging Network Uncertainty to Predict Likely Edits in Rectal Cancer Target Autosegmentations Federica Maruccio (NKI) |
Evaluation of auto-contouring for online adaptive treatment of bladder cancer patients Sana Azzarouali (Amsterdam UMC) |
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12:30-13:50 |
Lunch |
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13:50-14:55 |
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Introduction Marianna Sijtsema (UMCG) |
Predicting late taste loss with deep learning NTCP model using 3D dose, CT and OAR segmentations Hendrike Neh (UMCG) |
DL predicted tumor probability maps to improve DL PET/CT-based outcome prediction models for OPC patients Baoqiang Ma (UMCG) |
Radiomics feature selection approach in federated learning Umesh Sherkhane (MAASTRO) |
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14:40-15:10 |
Coffee/tea break |
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15:10-16:30 |
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Introduction Charlotte Brouwer (UMCG) |
AI implementation strategy Rachelle Swart (Maastro) |
QA of AI – Outcome of the ESTRO Physics Workshop 2023 Tomas Janssen (NKI-AVL) |
Auto-RTP challenge results 2023 Mark Gooding (InPictura) |
EU AI act & MDR Erik Gelderblom (Radboud UMC) |
Panel discussion Erik Gelderblom (Radboud UMC), Alexis Kotte (UMCU) and Peter Vonck (UMCG) |
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16:30 | Closure - Charlotte Brouwer (UMCG) |
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| Informal drinks |