1. ZULUAGA Maria A.
  2. ZULUAGA Maria A.
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ZULUAGA Maria A.

Journal

Dang, Vien Ngoc; Cascarano, Anna; Mulder, Rosa H.; Cecil, Charlotte; Zuluaga, Maria A.; Hernández-González, Jerónimo; Lekadir, Karim

Fairness and bias correction in machine learning for depression prediction across four study populations

Scientific Reports, Vol. 14, N°7848, 3 April 2024
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ARXIV
DOI
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Poster / Demo

Chaptoukaev, Hava; Zuluaga, Maria A.

Approche pour l’apprentissage multimodal supervisé sans reconstruction de modalités manquantes

IABM 2024, Colloque Français d’Intelligence Artificielle en Imagerie Biomédicale, 25-27 Mars 2024, Grenoble, France
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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

Zuluaga, Maria A

Pourquoi l’IA a un potentiel encore inconnu : approche vulgarisée de cette technologie pour comprendre la puissance des algorithmes

Cours Saint Paul 2024, Keynote speech, Cours Francophone Supérieur sur les cancers du sein et les cancers gynécologiques, 10-13 January 2024, Cannes, France
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Conférence

Chaptoukaev, Hava; Strizhkova, Valeriya; Panariello, Michele; D’Alpaos, Bianca; Reka, Aglind; Manera, Valeria; Thümmler, Susanne; Ismailova, Esma; Evans, Nicholas; Bremond, François; Todisco, Massimiliano; Zuluaga, Maria A.; Ferrari, Laura M.

StressID: a multimodal dataset for stress identification

NeurIPS 2023, 37th Conference on Neural Information Processing Systems, 11-16 December 2023, New Orleans, USA
NeurIPS 2023 Scholar Award
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Document
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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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Document
ARXIV
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Talk

Zuluaga, Maria A.

Closing the loop for the human-in-the-loop

Keynote talk at MICCAI 2023, 26th International Conference on Medical Image Computing and Computer Assisted Intervention, 12 October 2023, Vancouver, Canada
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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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ARXIV
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