Stergios Christodoulidis

Laboratoire

Mathématiques et Informatique pour la Complexité et les Systèmes

Publications (22)

Chapitre d'ouvrage 19/12/2024

Deep learning: basics and convolutional neural networks (CNN)

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

Communication dans un congrè 21/11/2024

Image Registration of Satellite Imagery with Deep Convolutional Neural Networks

Maria Vakalopoulou , Stergios Christodoulidis , Mihir Sahasrabudhe , Stavroula Mougiakakou , Nikos Paragios

Communication dans un congrè 21/11/2024

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

Communication dans un congrè 21/11/2024

U-ReSNet: Ultimate Coupling of Registration and Segmentation with Deep Nets

Théo Estienne , Maria Vakalopoulou , Stergios Christodoulidis , Enzo Battistella , Marvin Lerousseau , Alexandre Carre , Guillaume Klausner , Roger Sun , Charlotte Robert , Stavroula Mougiakakou , Nikos Paragios , Eric Deutsch

Article dans une revue 21/11/2024

Deep Learning-Based Concurrent Brain Registration and Tumor Segmentation

Théo Estienne , Marvin Lerousseau , Maria Vakalopoulou , Emilie Alvarez Andres , Enzo Battistella , Alexandre Carre , Siddhartha Chandra , Stergios Christodoulidis , Mihir Sahasrabudhe , Roger Sun , Charlotte Robert , Hugues Talbot , Nikos Paragios , Eric Deutsch

Communication dans un congrè 21/11/2024

Self-supervised Nuclei Segmentation in Histopathological Images Using Attention

Mihir Sahasrabudhe , Stergios Christodoulidis , Roberto Salgado , Stefan Michiels , Sherene Loi , Fabrice Andre , Nikos Paragios , Maria Vakalopoulou

Chapitre d'ouvrage 21/11/2024

Deep Learning for the Earth Sciences

Maria Vakalopoulou , Stergios Christodoulidis , Mihir Sahasrabudhe , Nikos Paragios

Communication dans un congrè 21/11/2024

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 congrè 21/11/2024

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

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

Article dans une revue 21/11/2024

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