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Planning
Week
Mon. 21
Tue. 22
Wed. 23
Thu. 24
Fri. 25
List
Mon. 21
Tue. 22
Wed. 23
Thu. 24
Fri. 25
08:00
09:00
10:00
11:00
12:00
13:00
14:00
15:00
16:00
17:00
18:00
19:00
20:00
21:00
22:00
Welcome
8:30 - 9:00 (30min)
Welcome
Registration and breakfast
Basics in deep learning 1
9:00 - 10:30 (1h30)
Basics in deep learning 1
Pierre-Marc Jodoin
Coffee break
10:30 - 11:00 (30min)
Coffee break
Basics in deep learning 2
11:00 - 12:30 (1h30)
Basics in deep learning 2
Pierre-Marc Jodoin
Lunch
12:30 - 14:00 (1h30)
Lunch
Basics in deep learning 3
14:00 - 15:30 (1h30)
Basics in deep learning 3
Pierre-Marc Jodoin
Coffee break
15:30 - 16:00 (30min)
Coffee break
Hands-on session 1: classification
16:00 - 18:00 (2h)
Hands-on session 1: classification
Thomas Grenier, Fabien Millioz
Cocktail Dinner
19:30 - 22:00 (2h30)
Cocktail Dinner
Breakfast
8:30 - 9:00 (30min)
Breakfast
Convolutional neural networks
9:00 - 10:30 (1h30)
Convolutional neural networks
Michaël Sdika
Coffee break
10:30 - 11:00 (30min)
Coffee break
Uncertainty and explainability
11:00 - 12:30 (1h30)
Uncertainty and explainability
Michaël Sdika
Lunch
12:30 - 14:00 (1h30)
Lunch
Weakly supervised deep learning
14:00 - 15:30 (1h30)
Weakly supervised deep learning
Christian Desrosiers
Coffee break
15:30 - 16:00 (30min)
Coffee break
Hands-on session 1: classification
16:00 - 18:00 (2h)
Hands-on session 1: classification
Thomas Grenier, Fabien Millioz
Poster Dinner
19:30 - 22:00 (2h30)
Poster Dinner
Breakfast
8:30 - 9:00 (30min)
Breakfast
Generative, auto encoders, adversarial methods and diffusion for medical imaging
9:00 - 10:30 (1h30)
Generative, auto encoders, adversarial methods and diffusion for medical imaging
Olivier Bernard, Pierre-Marc Jodoin
Coffee break
10:30 - 11:00 (30min)
Coffee break
Deep learning for image reconstruction
11:00 - 12:30 (1h30)
Deep learning for image reconstruction
Nicolas Ducros
Lunch
12:30 - 14:00 (1h30)
Lunch
Hands-on session 2: segmentation
14:00 - 15:30 (1h30)
Hands-on session 2: segmentation
Thomas Grenier, Fabien Millioz
Coffee break
15:30 - 16:00 (30min)
Coffee break
Hands-on session 2
16:00 - 18:00 (2h)
Hands-on session 2
Thomas Grenier, Fabien Millioz
Breakfast
8:30 - 9:00 (30min)
Breakfast
Attention and Transformers
9:00 - 10:30 (1h30)
Attention and Transformers
Nathan Painchaud
Coffee break
10:30 - 11:00 (30min)
Coffee break
Round table HAX
11:00 - 12:30 (1h30)
Round table HAX
Lunch
12:30 - 14:00 (1h30)
Lunch
Hands-on session 3: VAE
14:00 - 15:30 (1h30)
Hands-on session 3: VAE
Nathan Painchaud
Coffee break
15:30 - 16:00 (30min)
Coffee break
Hands-on session 3
16:00 - 18:00 (2h)
Hands-on session 3
Pierre-Marc Jodoin, Nathan Painchaud
Gala Dinner
19:30 - 22:30 (3h)
Gala Dinner
Breakfast
8:30 - 9:00 (30min)
Breakfast
Typical medical imaging issues
Coffee break
9:00 - 10:30 (1h30)
Typical medical imaging issues
Ninon Burgos
10:15 - 10:30 (15min)
Coffee break
MONAI [kitWare Lyon]
10:30 - 11:30 (1h)
MONAI [kitWare Lyon]
Debrief + Prize
11:30 - 12:00 (30min)
Debrief + Prize
Lunch
12:30 - 14:00 (1h30)
Lunch
Hands-on session 4: reconstruction
14:00 - 15:30 (1h30)
Hands-on session 4: reconstruction
Nicolas Ducros
Coffee break
15:30 - 16:00 (30min)
Coffee break
Hands-on session 4
16:00 - 18:00 (2h)
Hands-on session 4
Nicolas Ducros
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