no code implementations • 5 May 2021 • Olivier Vincent, Charley Gros, Julien Cohen-Adad
While multiple studies have explored the relation between inter-rater variability and deep learning model uncertainty in medical segmentation tasks, little is known about the impact of individual rater style.
no code implementations • 18 Feb 2021 • Andreanne Lemay, Charley Gros, Olivier Vincent, Yaou Liu, Joseph Paul Cohen, Julien Cohen-Adad
This metadata is usually disregarded by image segmentation methods.
1 code implementation • 20 Oct 2020 • Charley Gros, Andreanne Lemay, Olivier Vincent, Lucas Rouhier, Anthime Bucquet, Joseph Paul Cohen, Julien Cohen-Adad
ivadomed is an open-source Python package for designing, end-to-end training, and evaluating deep learning models applied to medical imaging data.
1 code implementation • 9 Mar 2020 • Olivier Vincent, Charley Gros, Joseph Paul Cohen, Julien Cohen-Adad
Despite recent improvements in medical image segmentation, the ability to generalize across imaging contrasts remains an open issue.