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

Ouvrage

Lorenzi, Marco; Zuluaga, Maria A

Trustworthy AI in medical imaging

December 2024, Elsevier, ISBN: 9780443237614; Editors: Lorenzi, Marco; Zuluaga, Maria A

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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, In conjunction with 27th Medical Image Computing and Computer-Assisted Intervention Conference (MICCAI), 6-10 October 2024, Marrakesh, Morocco
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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
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Conférence

Guzzi, Lisa; Zuluaga, Maria A. ; Lareyre, Fabien; Di Lorenzo, Gilles; Goffart, Sébastien; Raffort-Lareyre, Juliette; Delingette, Hervé

Differentiable soft morphological filters for medical image segmentation

MICCAI 2024, 27th International Conference on Medical Image Computing and Computer Assisted Intervention, 6-10 October 2024, Marrakesh, Morocco
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Conférence

Septiers, Valentin; Sosa-Marrero, Carlos; de Crevoisier, Renaud; Briens, Aurélien; Chourak, Hilda; Zuluaga, Maria A.; Acosta, Oscar

Improved prediction of recurrence after prostate cancer radiotherapy using multimodal data and in silico simulations

MICCAI 2024, 3rd MICCAI Workshop on Cancer Prevention, detection, and intervenTion, 6 October 2024, Marrakesh, Morocco
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Conférence

Strizhkova, Valeriya; Kachmar, Hadi; Chaptoukaev, Hava; Kalandadze, Raphael; Kukhilava, Natia; Tsmindashvili, Tatia; Abo-Alzahab, Nibras; Zuluaga, Maria A.; Balazia, Michal; Dantcheva, Antitza; Brémond, François; Ferrari, Laura M.

MVP: Multimodal emotion recognition based on video and physiological signals

ABAW 2024, 7th Workshop and Competition on Affective Behavior Analysis in-the-wild, in conjunction with ECCV 2024, 18th European Conference on Computer Vision, 29 September-4 October 2024, Milano, Italy
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Talk

Zuluaga, Maria A

Quality standards of novel deep learning reconstruction in MRI

Invited talk, 3rd Quantitative Cardiovascular Imaging Meeting, Charité Berlin, 6 September 2024, Berlin, Germany
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Journal

Capitano, Fabrizio; Kuchenbuch, Mathieu; Lavigne, Jennifer; Chaptoukaev, Hava; Zuluaga, Maria A; Lorenzi, Marco; Nabbout, Rima; Mantegazza, Massimo

Preictal dysfunctions of inhibitory interneurons paradoxically lead to low-voltage-fast onset seizures in Dravet syndrome

Proceedings of the National Academy of Sciences (PNAS), May 2024
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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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Conférence

Guzzi, Lisa; Di Lorenzo, Gilles; Lareyre, Fabien; Goffart, Sébastien; Zuluaga, Maria A.; Delingette, Hervé; Raffort, Juliette

Application du modèle nnUNet pour la segmentation automatique du réseau artériel des membres inférieurs dans le cadre de l'artériopathie oblitérante des membres inférieurs

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