Maria Vakalopoulou

Laboratoire

Mathématiques et Informatique pour la Complexité et les Systèmes

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Publications (82)

Communication dans un congrès 31/05/2023

Have Foundational Models Seen Satellite Images?

Akash Panigrahi , Sagar Verma , Matthieu Terris , Maria Vakalopoulou , Maria Vakalopoulou

Article dans une revue 01/01/2023

Dosiomics-Based Prediction of Radiation-Induced Valvulopathy after Childhood Cancer

Stéfania Chounta , Rodrigue S. Allodji , Maria Vakalopoulou , Mahmoud Bentriou , Duyen Thi Do , Florent De Vathaire , Ibrahima Sory Diallo , Brice C. Fresneau , Thibaud Charrier , Vincent Zossou , Stergios Christodoulidis , Sarah Lemler , Veronique Letort Le Chevalier , Maria Vakalopoulou , Stergios Christodoulidis , Sarah Lemler , Véronique Le Chevalier

Article dans une revue 01/12/2022

Assessment of Functional and Nutritional Status and Skeletal Muscle Mass for the Prognosis of Critically Ill Solid Cancer Patients

Clara Vigneron , Othmane Laousy , Guillaume Chassagnon , Maria Vakalopoulou , Julien Charpentier , Jérôme Alexandre , Matthieu Jamme , Frédéric Pene , Maria Vakalopoulou

Communication dans un congrès 01/11/2022

Hyper-AdaC: Adaptive clustering-based hypergraph representation of whole slide images for survival analysis

Hakim Benkirane , Maria Vakalopoulou , Stergios Christodoulidis , Ingrid-Judith Garberis , Stefan Michiels , Paul-Henry Cournede , Maria Vakalopoulou , Stergios Christodoulidis , Paul-Henry Cournede

Article dans une revue 09/10/2022

Artificial intelligence in lung cancer: current applications and perspectives

Guillaume Chassagnon , Constance de Margerie-Mellon , Maria Vakalopoulou , Rafael Marini , Trieu-Nghi Hoang-Thi , Marie-Pierre Revel , Philippe Soyer , Maria Vakalopoulou

Communication dans un congrès 17/09/2022

Contrastive Masked Transformers for Forecasting Renal Transplant Function

Leo Milecki , Vicky Kalogeiton , Sylvain Bodard , Dany Anglicheau , Jean-Michel Correas , Marc-Olivier Timsit , Maria Vakalopoulou , Maria Vakalopoulou

Communication dans un congrès 16/09/2022

Gigapixel Whole-Slide Images Classification Using Locally Supervised Learning

Jingwei Zhang , Xin Zhang , Ke Ma , Rajarsi Gupta , Joel Saltz , Maria Vakalopoulou , Dimitris Samaras , Maria Vakalopoulou

Communication dans un congrès 16/09/2022

Region-Guided CycleGANs for Stain Transfer in Whole Slide Images

Joseph Boyd , Irène Villa , Marie-Christine Mathieu , Eric Deutsch , Nikos Paragios , Maria Vakalopoulou , Stergios Christodoulidis , Maria Vakalopoulou , Stergios Christodoulidis

Communication dans un congrès 16/09/2022

Test-Time Image-to-Image Translation Ensembling Improves Out-of-Distribution Generalization in Histopathology

Marin Scalbert , Maria Vakalopoulou , Florent Couzinié-Devy , Maria Vakalopoulou

Article dans une revue 07/07/2022

Diversity of approaches in artificial intelligence: an opportunity for discoveries in thoracic imaging

Guillaume Chassagnon , Aliénor Campredon , Maria Vakalopoulou , Pierre-Régis Burgel , Maria Vakalopoulou