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ImUnity: a generalizable VAE-GAN solution for multicenter MR image harmonization

Author:Stenzel CACKOWSKI  Emmanuel Barbier  Michel Dojat  Thomas Christen  

Session Type:Oral  

Session Date:Thursday, 12 May 2022  

Topic:Module 21: Machine Learning and Artificial Intelligence  

Session Name:New Deep/Machine Learning Techniques  

Program Number:0681  

Room Session:S11 (Breakout A)  

Institution:Grenoble Institut of Neurosciences  

Multi-Scale Evaluation of Uncertainty Quantification Techniques for Deep Learning based MRI Segmentation

Author:Benjamin Lambert  Florence Forbes  Alan Tucholka  Senan Doyle  Michel Dojat  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 5: Machine Learning/Artificial Intelligence  

Session Name:Quality Assessment & Data Harmonization I  

Program Number:1791  

Room Session:Exhibition Hall:S8 & S9  

Institution:Pixyl, Research and Development Laboratory, 38000  Univ. Grenoble Alpes, Inria, CNRS, Grenoble INP, LJK, 38000  Univ. Grenoble Alpes, Inserm, U1216, Grenoble Institut Neurosciences, GIN, 38000