Deep Learning for Medical Imaging School - Sciencesconf.org

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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