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Andréanne Lemay

Alumni

Publications

Label fusion and training methods for reliable representation of inter-rater uncertainty
Andréanne Lemay
Charley Gros
Julien Cohen-Adad
Enamundram Naga Karthik
2023-01-18
Machine Learning for Biomedical Imaging (published)
doi.org
arxiv.org
Team NeuroPoly: Description of the Pipelines for the MICCAI 2021 MS New Lesions Segmentation Challenge
Uzay Macar
Enamundram Naga Karthik
Charley Gros
Andréanne Lemay
Julien Cohen-Adad
This paper gives a detailed description of the pipelines used for the 2nd edition of the MICCAI 2021 Challenge on Multiple Sclerosis Lesion … (see more)Segmentation. An overview of the data preprocessing steps applied is provided along with a brief description of the pipelines used, in terms of the architecture and the hyperparameters. Our code for this work can be found at: https://github.com/ivadomed/ms-challenge-2021.
2021-09-12
ArXiv (preprint)
arxiv.org
arxiv.org
Automatic multiclass intramedullary spinal cord tumor segmentation on MRI with deep learning
Andréanne Lemay
Charley Gros
Zhizheng Zhuo
Jie Zhang
Yunyun Duan
Julien Cohen-Adad
Yaou Liu
2021-07-22
NeuroImage : Clinical (published)
doi.org