Stergios Christodoulidis

Laboratoire

Mathématiques et Informatique pour la Complexité et les Systèmes

Publications (22)

Communication dans un congrès 08/08/2025

Spatio-Temporal Analysis of Patient-Derived Organoid Videos Using Deep Learning for the Prediction of Drug Efficacy

Leo Fillioux , Emilie Gontran , Jérôme Cartry , Jacques RR Mathieu , Sabrina Bedja , Alice Boilève , Paul-Henry Cournede , Fanny Jaulin , Stergios Christodoulidis , Maria Vakalopoulou

Communication dans un congrès 22/07/2025

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 22/07/2025

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

Loïc Le Bescond , Maria Vakalopoulou , Stergios Christodoulidis , Fabrice Andre , Hugues Talbot

Chapitre d'ouvrage 22/07/2025

Deep learning: basics and convolutional neural networks (CNN)

Maria Vakalopoulou , Stergios Christodoulidis , Ninon Burgos , Olivier Colliot , Vincent Lepetit

Article dans une revue 22/07/2025

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

Stefania 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 , Véronique Letort Le Chevalier

Article dans une revue 22/07/2025

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

Maria Papadomanolaki , Stergios Christodoulidis , Konstantinos Karantzalos , Maria Vakalopoulou

Article dans une revue 22/07/2025

Deep learning for lung disease segmentation on CT: Which reconstruction kernel should be used?

Trieu-Nghi Hoang-Thi , Maria Vakalopoulou , Stergios Christodoulidis , Nikos Paragios , Marie-Pierre Revel , Guillaume Chassagnon

Communication dans un congrès 22/07/2025

Exploring Deep Registration Latent Spaces

Théo Estienne , Maria Vakalopoulou , Stergios Christodoulidis , Enzo Battistella , Théophraste Henry , Marvin Lerousseau , Amaury Leroy , Guillaume Chassagnon , Marie-Pierre Revel , Nikos Paragios , Eric Deutsch

Communication dans un congrès 22/07/2025

Unsupervised Nuclei Segmentation using Spatial Organization Priors

Loïc Le Bescond , Marvin Lerousseau , Ingrid Garberis , Fabrice Andre , Stergios Christodoulidis , Maria Vakalopoulou , Hugues Talbot

Communication dans un congrès 22/07/2025

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