1. GALATI Francesco
  2. GALATI Francesco
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GALATI Francesco

Poster / Demo

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

Demo : I-VESSEG: Using AI to explore the human vascular system

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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Conférence

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

Benchmarking the CoW with the TopCoW challenge: Topology-aware anatomical segmentation of the circle of Willis for CTA and MRA

MICCAI 2023, Challenges CROWN & TopCoW, in 26th International Conference on Medical Image Computing and Computer Assisted Intervention, October 8-12, 2023, Vancouver, Canada
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Conférence

Schiavone, Riccardo; Galati, Francesco; Zuluaga, Maria A.

Binary domain generalization for sparsifying binary neural networks

ECML-PKDD 2023, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 18-22 September 2023, Torino, Italy
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Journal

Martin-Isla, Carlos; Campello, Victor M.; Izquierdo, Cristian; Kushibar, Kaisar; Sendra-Balcells, Carla; Gkontra, Polyxeni; Sojoudi, Alireza; Fulton, Mitchell J; Arega, Tewodros Weldebirhan; Punithakumar, Kumaradevan; Li, Lei; Sun, Xiaowu; Al Khalil, Yasmina; Liu, Di; Jabbar, Sana; Queiros, Sandro; Galati, Francesco; Mazher, Moona; Gao, Zheyao; Beetz, Marcel; Tautz, Lennart; Galazis, Christoforos; Varela, Marta; Hullebrand, Markus; Grau, Vicente; Zhuang, Xiahai; Puig, Domenec; Zuluaga, Maria A.; et al.

Deep learning segmentation of the right ventricle in cardiac MRI: The M&ms challenge

IEEE Journal of Biomedical and Health Informatics, Vol. 27, N°7, July 2023
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Conférence

Riccio, Piera; Psomas, Bill; Galati, Francesco; Escolano, Francisco; Hofmann, Thomas; Oliver, Nuria

OpenFilter: A framework to democratize research access to social media AR filters

NeurIPS 2022, 36th Conference on Neural Information Processing Systems, 28 November-9 December 2022, New Orleans, USA (Hybrid Conference)
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Talk

Galati, Francesco

How to successfully analyse everyone's heart

Conférence "Le coeur numérique", in EurHeart, Journée Mondiale du Coeur, 29 September 2022, Nice, France
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Journal

Galati, Francesco; Ourselin, Sébastien; Zuluaga, Maria A.

From accuracy to reliability and robustness in cardiac magnetic resonance image segmentation: a review

Applied Sciences, Special Issue Emerging Techniques in Imaging, Modelling and Visualization for Cardiovascular Diagnosis and Therapy, 2022, 12(8), 3936
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