Arnaud Boutillon
Orcid: 0000-0001-5855-2770
According to our database1,
Arnaud Boutillon
authored at least 7 papers
between 2020 and 2022.
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Bibliography
2022
Regularized deep learning models for multi-anatomy segmentation in pediatric imaging. (Modèles d'apprentissage profond régularisés pour la segmentation multi-anatomie en imagerie pédiatrique).
PhD thesis, 2022
Anatomically Parameterized Statistical Shape Model: Explaining Morphometry Through Statistical Learning.
IEEE Trans. Biomed. Eng., 2022
Generalizable multi-task, multi-domain deep segmentation of sparse pediatric imaging datasets via multi-scale contrastive regularization and multi-joint anatomical priors.
Medical Image Anal., 2022
Multi-structure bone segmentation in pediatric MR images with combined regularization from shape priors and adversarial network.
Artif. Intell. Medicine, 2022
2021
Multi-task, Multi-domain Deep Segmentation with Shared Representations and Contrastive Regularization for Sparse Pediatric Datasets.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Multi-Structure Deep Segmentation With Shape Priors And Latent Adversarial Regularization.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
2020
Combining Shape Priors with Conditional Adversarial Networks for Improved Scapula Segmentation in Mr Images.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020