Maria Vakalopoulou

Barbara Pistilli , Fernanda Mosele , Noemie Corcos , Livia Pierotti , Yoann Pradat , Magali Lacroix-Triki , Ghada Nachabeh , Alexia Alfaro , Cyril Catelain , Bastien Job , Fathia Mami-Chouaib , Severine Badel , Françoise Farace , Marianne Oulhen , Patricia Kannouche , Diep T N Tran , Nathalie Droin , Cecile Vicier , Jean Sebastien Frenel , Hugues Talbot , Maria Vakalopoulou , Stergios Christodoulidis

Article dans une revue 27/10/2025

Artificial intelligence applications for thoracic imaging

Guillaume Chassagnon , Nikos Paragios , Marie-Pierre Revel , Maria Vakalopoulou

Communication dans un congrès 27/10/2025

Detecting urban changes with recurrent neural networks from multitemporal Sentinel-2 data

Maria Papadomanolaki , Sagar Verma , Siddharth Gupta , Konstantinos Karantzalos , Maria Vakalopoulou

Communication dans un congrès 27/10/2025

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

Florent Couzinié-Devy , Maria Vakalopoulou

Article dans une revue 27/10/2025

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

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

Communication dans un congrès 27/10/2025

Deep Reinforcement Learning for L3 Slice Localization in Sarcopenia Assessment

Guillaume Chassagnon , Edouard Oyallon , Nikos Paragios , Marie-Pierre Revel , Maria Vakalopoulou

Communication dans un congrès 27/10/2025

You Don't Need Domain-Specific Data Augmentations When Scaling Self-Supervised Learning

Théo Moutakanni , Maxime Oquab , Marc Szafraniec , Piotr Bojanowski , Maria Vakalopoulou

Communication dans un congrès 27/10/2025

Weakly Supervised Multiple Instance Learning Histopathological Tumor Segmentation

Marvin Lerousseau , Marion Classe , Julien Adam , Enzo Battistella , Alexandre Carré , Théo Estienne , Théophraste Henry , Eric Deutsch , Nikos Paragios , Maria Vakalopoulou

Article dans une revue 27/10/2025

Radiomics to predict outcomes and abscopal response of patients with cancer treated with immunotherapy combined with radiotherapy using a validated signature of CD8 cells

Roger Sun , Nora Sundahl , Markus Hecht , Florian Putz , Andrea Lancia , Angela Rouyar , Marina Milic , Alexandre Carré , Enzo Battistella , Emilie Alvarez Andres , Stéphane Niyoteka , Edouard Romano , Guillaume Louvel , Jérôme Durand-Labrunie , Sophie Bockel , Rastilav Bahleda , Charlotte Robert , Celine Boutros , Nikos Paragios , Maria Vakalopoulou

Article dans une revue 27/10/2025

Unsupervised Multistep Deformable Registration of Remote Sensing Imagery Based on Deep Learning

Maria Papadomanolaki , Konstantinos Karantzalos , Stergios Christodoulidis , Maria Vakalopoulou

Communication dans un congrès 27/10/2025

Self-Supervised Representation Learning using Visual Field Expansion on Digital Pathology

Joseph Boyd , Mykola Liashuha , Eric Deutsch , Nikos Paragios , Stergios Christodoulidis , Maria Vakalopoulou

Communication dans un congrès 27/10/2025

Have Foundational Models Seen Satellite Images?

Akash Panigrahi , Sagar Verma , Matthieu Terris , Maria Vakalopoulou

Article dans une revue 27/10/2025

Elastic Registration–driven Deep Learning for Longitudinal Assessment of Systemic Sclerosis Interstitial Lung Disease at CT

Guillaume Chassagnon , Alexis Regent , Rafael Marini , Trieu-Nghi Hoang-Thi , Anh-Tuan Dinh-Xuan , Bertrand Dunogué , Luc Mouthon , Nikos Paragios , Marie-Pierre Revel , Maria Vakalopoulou

27/10/2025

Deep Multi-Instance Learning Using Multi-Modal Data for Diagnosis of Lymphocytosis

Pierre Sujobert , Evangelia I Zacharaki , Eugénie Maurin , Béatrice Grange , Laurent Jallades , Nikos Paragios , Maria Vakalopoulou

Article dans une revue 27/10/2025

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

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

Communication dans un congrès 27/10/2025

A Joint Spatial and Magnification Based Attention Framework for Large Scale Histopathology Classification

Jingwei Zhang , Ke Ma , John van Arman , Rajarsi Gupta , Joel Saltz , Dimitris Samaras , Maria Vakalopoulou

Article dans une revue 27/10/2025

Using chest CT scan and unsupervised machine learning for predicting and evaluating response to lumacaftor-ivacaftor in people with cystic fibrosis

Aliénor Campredon , Enzo Battistella , Clémence Martin , Isabelle Durieu , Laurent Mely , Christophe Marguet , Chantal Belleguic , Marlène Murris-Espin , Raphaël Chiron , Annlyse Fanton , Stéphanie Bui , Martine Reynaud-Gaubert , Philippe Reix , Trieu-Nghi Hoang-Thi , Marie-Pierre Revel , Jennifer da Silva , Pierre-Régis Burgel , Guillaume Chassagnon , Maria Vakalopoulou

Communication dans un congrès 27/10/2025

SparseConvMIL: Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification

Marvin Lerousseau , Eric Deutsch , Nikos Paragios , Maria Vakalopoulou

Communication dans un congrès 27/10/2025

Certification of Deep Learning Models for Medical Image Segmentation

Alexandre Araujo , Guillaume Chassagnon , Nikos Paragios , Marie Pierre Revel , Maria Vakalopoulou

Communication dans un congrès 27/10/2025

A multi-task deep learning framework coupling semantic segmentation and image reconstruction for very high resolution imagery

Maria Papadomanolaki , Konstantinos Karantzalos , Maria Vakalopoulou

Communication dans un congrès 27/10/2025

SAM-Path: A Segment Anything Model for Semantic Segmentation in Digital Pathology

Jingwei Zhang , Ke Ma , Saarthak Kapse , Joel Saltz , Prateek Prasanna , Dimitris Samaras , Maria Vakalopoulou

27/10/2025

Deep learning based registration using spatial gradients and noisy segmentation labels

Théo Estienne , Enzo Battistella , Alexandre Carré , Théophraste Henry , Marvin Lerousseau , Charlotte Robert , Nikos Paragios , Eric Deutsch , Maria Vakalopoulou

Chapitre d'ouvrage 27/10/2025

Deep Learning for the Earth Sciences

Nikos Paragios , Maria Vakalopoulou , Stergios Christodoulidis

Communication dans un congrès 27/10/2025

On the detection of Out-Of-Distribution samples in Multiple Instance Learning

Fabrice André , Maria Vakalopoulou , Stergios Christodoulidis , Hugues Talbot

Article dans une revue 27/10/2025

COMBING: Clustering in Oncology for Mathematical and Biological Identification of Novel Gene Signatures

Enzo Battistella , Roger Sun , Théo Estienne , Marvin Lerousseau , Sergey Nikolaev , Emilie Alvarez Andres , Alexandre Carré , Stéphane Niyoteka , Charlotte Robert , Nikos Paragios , Emilie Alvarez Andres , Eric Deutsch , Maria Vakalopoulou

Communication dans un congrès 27/10/2025

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