10:00-10:10 |
Opening Scientific Day - Nico van den Berg (UMCU) |
|
10:10-11:25 |
|
Introduction Matteo Maspero (UMCU) |
Learned Invertible Reconstruction for CBCT Nikita Moriakov (NKI) |
Accelerated respiratory-resolved 4D-MRI with separable spatio-temporal neural networks Maarten Terpstra (UMCU) |
Reconstructing undersampled MRI data with deep learning George Yiasemis (NKI) |
DL for dose prediction for head and neck radiotherapy Xiaojin Gu (AUMC) |
Announcement of SynthRAD2023 data challenge DLinRT image synthesis group |
|
|
11:25-12:30 |
|
Introduction Jonas Teuwen (NKI) |
Interactive target segmentation for H&N cancer Alessia de Biase (UMCG) |
Improving error detection in deep learning based radiotherapy autocontouring using Bayesian uncertainty Prerak Mody (LUMC) |
Online autocontouring for MRI guided Radiotherapy of prostate cancer Mark Savenije (UMCU) |
Automatic segmentation of the cervical cancer on brachytherapy images Roque Rodriguez Outeiral (NKI) |
|
|
12:30-13:30 |
Lunch |
|
13:30-13:50 |
Prof. Dr. Guillaume Landry (Medical Center of the University of Munich): Deep learning in the RT workflow: from Unets to LSTMs |
|
13:50-14:55 |
|
Introduction Marianna Sijtsema (UMCG) |
Radiomics predicts DM of lung cancer received RT Zhen Zhang (Maastro) |
Using deep learning to improve Radiomics Junhua Chen (Maastro) |
Improving late-xerostomia prediction with 18F-FDG-PET radiomics in head and neck cancer patients Yan Li (UMCG) |
Deep learning-based radiomics for time-to-event outcome prediction in head and neck cancer patients Baoqiang Ma (UMCG) |
|
|
14:55-15:15 |
Coffee/tea break |
|
15:15-15:35 |
Industry session |
Elekta: Partnering for a future of AI in RT Elekta, Rui Lopes |
The use of Artificial Intelligence in Ethos therapy Varian, Sabine Bernard |
|
|
15:35-16:30 |
|
Introduction Charlotte Brouwer |
From Dice=0.89 to the clinic Rita Simoes (NKI) |
Modelcards and datasheets for standardized introduction of AI tools Peter van Ooijen (UMCG) |
IT infrastructure and monitoring dashboard UMCU Alexis Kotte (UMCU) |
Leidraad software validation/ Leidraad AI Wilco Schillemans (ErasmusMC) |
Multicenter comparison of measures for quantitative evaluation of contouring in radiotherapy Ellen Brunenberg (RUMC) |
Clinical implementation AI @Maastro Wouter van Elmpt (Maastro) |
|
|
16:40-16:45 | Closure - Charlotte Brouwer (UMCG) |
|
16:45 | Informal drinks |