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Lucas Mansilla
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2020 – today
- 2024
- [j3]Lucas Mansilla, Estanislao Claucich, Rodrigo Echeveste, Diego H. Milone, Enzo Ferrante:
Demographically-Informed Prediction Discrepancy Index: Early Warnings of Demographic Biases for Unlabeled Populations. Trans. Mach. Learn. Res. 2024 (2024) - 2023
- [j2]Nicolás Gaggion
, Lucas Mansilla, Candelaria Mosquera
Improving Anatomical Plausibility in Medical Image Segmentation via Hybrid Graph Neural Networks: Applications to Chest X-Ray Analysis. IEEE Trans. Medical Imaging 42(2): 546-556 (2023) - [c3]Nicolás Gaggion, Rodrigo Echeveste, Lucas Mansilla, Diego H. Milone, Enzo Ferrante:
Unsupervised Bias Discovery in Medical Image Segmentation. CLIP/FAIMI/EPIMI@MICCAI 2023: 266-275 - [i6]Nicolás Gaggion, Candelaria Mosquera, Lucas Mansilla, Martina Aineseder, Diego H. Milone, Enzo Ferrante:
CheXmask: a large-scale dataset of anatomical segmentation masks for multi-center chest x-ray images. CoRR abs/2307.03293 (2023) - [i5]Nicolás Gaggion, Rodrigo Echeveste, Lucas Mansilla, Diego H. Milone, Enzo Ferrante:
Unsupervised bias discovery in medical image segmentation. CoRR abs/2309.00451 (2023) - 2022
- [i4]Nicolás Gaggion, Lucas Mansilla, Candelaria Mosquera, Diego H. Milone, Enzo Ferrante:
Improving anatomical plausibility in medical image segmentation via hybrid graph neural networks: applications to chest x-ray analysis. CoRR abs/2203.10977 (2022) - 2021
- [c2]Lucas Mansilla, Rodrigo Echeveste, Diego H. Milone, Enzo Ferrante:
Domain Generalization via Gradient Surgery. ICCV 2021: 6610-6618 - [c1]Nicolás Gaggion, Lucas Mansilla, Diego H. Milone, Enzo Ferrante:
Hybrid Graph Convolutional Neural Networks for Landmark-Based Anatomical Segmentation. MICCAI (1) 2021: 600-610 - [i3]Nicolás Gaggion, Lucas Mansilla, Diego H. Milone, Enzo Ferrante:
Hybrid graph convolutional neural networks for landmark-based anatomical segmentation. CoRR abs/2106.09832 (2021) - [i2]Lucas Mansilla, Rodrigo Echeveste, Diego H. Milone, Enzo Ferrante:
Domain Generalization via Gradient Surgery. CoRR abs/2108.01621 (2021) - 2020
- [j1]Lucas Mansilla, Diego H. Milone
Learning deformable registration of medical images with anatomical constraints. Neural Networks 124: 269-279 (2020) - [i1]Lucas Mansilla, Diego H. Milone, Enzo Ferrante:
Learning Deformable Registration of Medical Images with Anatomical Constraints. CoRR abs/2001.07183 (2020)
Coauthor Index
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