Hand's on material
Before working on the handson code, please create yourself a SaturnCloud account : SaturnCloud tutorial
You may also create your self a SaturnCloud space : click here for pdf and click here for video of handson 1
Hands-on session 1: Introduction (Michaël Sdika, Thomas Grenier, Hoai-Thu Nguyen)
* On site support : Michaël Sdika, Thomas Grenier, Arash Ash, David Osowiechi
* Zip file of the code : click here
* Tutorial video : click here
Hands-on session 2: Segmentation using deep learning (Michaël Sdika, Thomas Grenier, Hoai-Thu Nguyen)
* On site support : Michaël Sdika, Thomas Grenier, Arash Ash, Mélanie Gaillochet
* Zip file of the code : click here
* Tutorial video : click here
Hands-on session 3: Autoencoders (Pierre-Marc Jodoin, Nathan Painchaud)
* On site support : Pierre-Marc Jodoin, Gustavo Vargas, Mélanie Gaillochet, Shambhavi Mishra
* Tutorial in pdf format : click here
* What are autoencoders? : click here
* Link to the data: click _here
* Jupyter notebook and code tutorial: click here
Hands-on session 4: Weakly supervised learning (Christian Desrosiers and Jose Dolz)
* On site support : Pierre-Marc Jodoin, Gustavo Vargas, Arash Ash, Christian Desrosiers and Jose Dolz
* IMPORTANT: to download the ACDC dataset, please click on one of these links : LINK 1 or LINK 2
* Tutorial in pdf format: click here
* Theory, notebook and code tutorial: click here
Online support
We shall provide online support to online participants via four(4) zoom sessions. Before loging online, students are required to get familiar with the code via the documents and tutorials provided on this page. The schedule is as follows
July 18, 10:00 Montreal time (16:00 Paris time) : Hands-on 1: Introduction
(Support : [Thomas Grenier], Fabien Miloz, Valentine Wargnier, Hoai-Thu Nguyen, Nicolas Pinon, Julia Puig)
* Click here for zoom link
Meeting ID : 929 7426 5824
Secret code: 384411
July 19, 10:00 Montreal time (16:00 Paris time) : Hands-on 2: Segmentation using deep learning
(Support : [Thomas Grenier], Fabien Miloz, Valentine Wargnier, Hoai-Thu Nguyen, Nicolas Pinon, Julia Puig)
* Click here for zoom link
Meeting ID : 929 7426 5824
Secret code: 384411
July 20, 10:00 Montreal time (16:00 Paris time) : Hands-on 3: Autoencoders
(Support [Thomas Grenier] Fabien Miloz, Jon Lagaretta, Thierry Judge, Nathan Painchaud)
* Click here for zoom link
Meeting ID : 929 7426 5824
Secret code: 384411
July 21, 10:00 Montreal time (16:00 Paris time) : Hands-on 4: Weakly supervised learning
(Support [Thomas Grenier], Fabien Miloz, Jon Lagaretta, Thierry Judge, Nathan Painchaud)
* Click here for zoom link
Meeting ID : 929 7426 5824
Secret code: 384411
Sponsors
MICCAI Certification
This summer school is certified by the MICCAI Society
Location
Ecole de technologie supérieure de Montréal
1111, Rue Notre-Dame Ouest Montréal, Québec Canada, H3C 1K3Registration period
February 4, 2022 - 06:00AM until May 16, 2022 - 06:00AM
Contact us
For any questions about the event, please contact pierre-marc.jodoin@usherbrooke.ca
