1. FALCETTA Daniele
  2. FALCETTA Daniele
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FALCETTA Daniele

Conférence

Falcetta, Daniele; Canas, Liane S.; Suppa, Lorenzo; Pentassuglia, Matteo; Cleary, Jon; Modat, Marc; Ourselin, Sébastien; Zuluaga, Maria A.

An automated framework for large-scale graph-based cerebrovascular analysis

ISBI 2026, IEEE International Symposium on Biomedical Imaging, 8-11 April 2026, London, UK
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Thèse

Falcetta, Daniele

Advancing brain vessel analysis: From annotation-efficient selection to population-scale insights

Thesis
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Talk

Cleary, Jon O.; Canas, Liane S.; Zuluaga, Maria A.; Falcetta, Daniele; Thornley, Rebecca E.; et al.

Initial analysis of intracranial MR angiography from the twinsUK large cohort twin imaging study

BSNR 2025, Annual Scientific Meeting of the British Society of Neuroradiologists, 13-14 October 2025, Manchester, UK
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Talk

Falcetta, Daniele

Advancing brain Vessel analysis: From annotation-efficient selection to population-scale insights

MICCAI 2025, PhD Consortium Oral Sessions, 25 September 2025, Daejeon, Republic of Korea
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Talk

Falcetta, Daniele

Annotation-efficient selection and collaborative datasets for clinical translation in brain Vessel segmentation

MICCAI 2025, PhD Consortium Oral Sessions, 25 September 2025, Daejeon, Republic of Korea
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Conférence

Poeta, Eleonora; Vargas, Luisa; Falcetta, Daniele; Marciano, Vincenzo; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena; MA. Zuluaga, Maria A

Divergence-aware training with automatic subgroup mitigation for breast tumor segmentation

Deep-Breath 2025, 2nd Deep Breast Workshop on AI and Imaging for Diagnostic and Treatment Challenges in Breast Care, MAMA-MIA Challenge, 23-27 September, Daejeon, South Korea
Best Paper Award
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Conférence

Falcetta, Daniele; Marciano, Vincenzo; Yang, Kaiyuan; Cleary, Jon; Legris, Loic; Rizzaro, Massimiliano D.; Pitsiorlas, Ionnais; Chaptoukaev; Hava; Lemasson, Benjamin; Menze, Bjoern; Zuluaga, Maria A.

VesselVerse: A dataset and collaborative framework for vessel annotation

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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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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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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