Lucas Mansilla

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Medical Image Segmentation

Convolutional Neural Networks

Probabilistic Atlas

Medical Imaging

Top Venues

IEEE Trans. Medical Imaging

CLIP/FAIMI/EPIMI@MICCAI

Publications

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)
Nicolás Gaggion, Rodrigo Echeveste, Lucas Mansilla, Diego H. Milone, Enzo Ferrante
Unsupervised Bias Discovery in Medical Image Segmentation. CLIP/FAIMI/EPIMI@MICCAI (2023)
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. IEEE Trans. Medical Imaging 42 (2) (2023)
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 (2023)
Nicolás Gaggion, Rodrigo Echeveste, Lucas Mansilla, Diego H. Milone, Enzo Ferrante
Unsupervised bias discovery in medical image segmentation. CoRR (2023)
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 (2022)
Nicolás Gaggion, Lucas Mansilla, Diego H. Milone, Enzo Ferrante
Hybrid graph convolutional neural networks for landmark-based anatomical segmentation. CoRR (2021)
Lucas Mansilla, Rodrigo Echeveste, Diego H. Milone, Enzo Ferrante
Domain Generalization via Gradient Surgery. ICCV (2021)
Lucas Mansilla, Rodrigo Echeveste, Diego H. Milone, Enzo Ferrante
Domain Generalization via Gradient Surgery. CoRR (2021)
Nicolás Gaggion, Lucas Mansilla, Diego H. Milone, Enzo Ferrante
Hybrid Graph Convolutional Neural Networks for Landmark-Based Anatomical Segmentation. MICCAI (1) (2021)
Lucas Mansilla, Diego H. Milone, Enzo Ferrante
Learning deformable registration of medical images with anatomical constraints. Neural Networks 124 (2020)
Lucas Mansilla, Diego H. Milone, Enzo Ferrante
Learning Deformable Registration of Medical Images with Anatomical Constraints. CoRR (2020)