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Lucas Mansilla

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Unsupervised bias discovery in medical image segmentation

Sep 01, 2023
Nicolás Gaggion, Rodrigo Echeveste, Lucas Mansilla, Diego H. Milone, Enzo Ferrante

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CheXmask: a large-scale dataset of anatomical segmentation masks for multi-center chest x-ray images

Jul 06, 2023
Nicolás Gaggion, Candelaria Mosquera, Lucas Mansilla, Martina Aineseder, Diego H. Milone, Enzo Ferrante

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Improving anatomical plausibility in medical image segmentation via hybrid graph neural networks: applications to chest x-ray analysis

Apr 01, 2022
Nicolás Gaggion, Lucas Mansilla, Candelaria Mosquera, Diego H. Milone, Enzo Ferrante

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Domain Generalization via Gradient Surgery

Aug 03, 2021
Lucas Mansilla, Rodrigo Echeveste, Diego H. Milone, Enzo Ferrante

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Hybrid graph convolutional neural networks for landmark-based anatomical segmentation

Jun 17, 2021
Nicolás Gaggion, Lucas Mansilla, Diego Milone, Enzo Ferrante

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Learning Deformable Registration of Medical Images with Anatomical Constraints

Jan 22, 2020
Lucas Mansilla, Diego H. Milone, Enzo Ferrante

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