@Article{GMMMF22, author = "Gaggion, N. and Mansilla, L. and Mosquera, C. and Milone, D. H. and Ferrante, E.", title = "Improving anatomical plausibility in medical image segmentation via hybrid graph neural networks: applications to chest x-ray analysis", journal = "IEEE Transactions on Medical Imaging", year = "2022", url = "http://sinc.unl.loc/sinc/sinc-publications/2022/GMMMF22" } @InProceedings{MEMF21, author = "Mansilla, L. and Echeveste, R. and Milone, D. H. and Ferrante, E.", title = "Domain Generalization via Gradient Surgery", booktitle = "Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)", pages = "6630--6638", year = "2021", url = "http://sinc.unl.loc/sinc/sinc-publications/2021/MEMF21" } @InProceedings{GMMF21a, author = "Gaggion, N. and Mansilla, L. and Milone, D. H. and Ferrante, E.", title = "Hybrid Graph Convolutional Neural Networks for Landmark-Based Anatomical Segmentation", booktitle = "Medical Image Computing and Computer Assisted Intervention -- MICCAI 2021", pages = "600--610", year = "2021", publisher = "Springer International Publishing", url = "http://sinc.unl.loc/sinc/sinc-publications/2021/GMMF21a" } @Article{MMF20, author = "Mansilla, L. and Milone, D. H. and Ferrante, E.", title = "Learning deformable registration of medical images with anatomical constraints", journal = "Neural Networks", volume = "124", pages = "269--279", year = "2020", url = "http://sinc.unl.loc/sinc/sinc-publications/2020/MMF20" } @InProceedings{MF18, author = "Mansilla, L. and Ferrante, E.", title = "Segmentación multi-atlas de imágenes médicas con selección de atlas inteligente y control de calidad automático", booktitle = "XXIV Congreso Argentino de Ciencias de la Computación (La Plata, 2018).", year = "2018", url = "http://sinc.unl.loc/sinc/sinc-publications/2018/MF18" }