1. GALATI Francesco
  2. GALATI Francesco
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GALATI Francesco

Journal

Yang, Kaiyuan; Musio, Fabio; Ma, Yihui; Juchler, Norman; Paetzold, Johannes C; et al.

The TopCoW challenge - Topology-aware circle of Willis segmentation for CT and MR angiography

NEJM AI, Vol. 3, N°8, 23 July 2026
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Conférence

Falcetta, Daniele; Chaptoukaev, Hava; Galati, Francesco; Zuluaga, Maria A

One-shot active learning for vessel segmentation

MICCAI 2025, 28th International Conference on Medical Image Computing and Computer Assisted Intervention, 23-27 September 2025, Daejon, Republic of Korea
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Journal

Galati, Francesco; Falcetta, Daniele; Cortese, Rosa; Prados, Ferran; Burgos, Ninon; Zuluaga, Maria A.

Multi-domain brain vessel segmentation through feature disentanglement

MELBA, Machine Learning for Biomedical Imaging, Vol. 3, 9 September 2025
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Thèse

Galati, Francesco

Robust learning for medical image segmentation

Thesis
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Conférence

Galati, Francesco; Cortese, Rosa; Prados, Ferran; Lorenzi, Marco; Zuluaga, Maria A.

Federated multi-centric image segmentation with uneven label distribution

MICCAI 2024, 27th International Conference on Medical Image Computing and Computer Assisted Intervention, 6-10 October 2024, Marrakesh, Morocco / Also in LNCS, Vol. 15010, Springer
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Conférence

Chaptoukaev, Hava; Marcianó, Vincenzo; Galati, Francesco; Zuluaga, Maria A.

HyperMM: Robust multimodal learning with varying-sized inputs

MMMI 2024, 5th International Workshop on Multiscale and Multimodal Medical Imaging (MMMI/ML4MHD), In conjunction with 27th Medical Image Computing and Computer-Assisted Intervention Conference (MICCAI), 6-10 October 2024, Marrakesh, Morocco
Best Presentation Award
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Poster / Demo

Zuluaga, Maria A; Galati, Francesco; Falcetta, Daniele

Demo : I-VESSEG: Interactive and collaborative learning for Vessel segmentation

WAICF 2024, World AI Cannes Festival, 8-10 February 2024, Cannes, France
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Talk

Pentassuglia, Matteo; Tiberti, Marion L.; Galati, Francesco; Buttard, Bénédicte; Ginet, Clémence; Zuluaga, Maria A.; Meghraoui, Aïda

Automatic denoising of high-dimensional tissue images to improve the cell segmentation

SophIA Summit 2023, 22-24 November 2023, Sophia Antipolis, France
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Conférence

Galati, Francesco; Falcetta, Daniele; Cortese, Rosa; Casolla, Barbara; Prados, Ferran; Burgos, Ninon; Zuluaga, Maria A.

A2V: A semi-supervised domain adaptation framework for brain vessel segmentation via two-phase training angiography-to-venography

BMVC 2023, 34th British Machine Vision Conference, 20-24 November 2023, Aberdeen, UK
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Talk

Galati, Francesco; Falcetta, Daniele; Zuluaga, Maria A.

A single model strategy for multi-domain cerebrovascular segmentation

MICCAI 2023, Circle of Willis Benchmarking 2023: Joint-event for MICCAI 2023 Challenges CROWN & TopCoW, 12 October 2023, Vancouver, Canada
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