Stergios Christodoulidis

Laboratoire

Mathématiques et Informatique pour la Complexité et les Systèmes

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Publications (25)

Communication dans un congrès 03/12/2025

THUNDER: Tile-level Histopathology image UNDERstanding benchmark

Kunal Mahatha , Christian Desrosiers , Pablo Piantanida , Dolz Jose , Stergios Christodoulidis , Maria Vakalopoulou

Article dans une revue 04/09/2025

Patritumab deruxtecan in HR+HER2− advanced breast cancer: a phase 2 trial

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

01/07/2025

STHELAR, a multi-tissue dataset linking spatial transcriptomics and histology for cell type annotation

Félicie Giraud-Sauveur , Quentin Blampey , Arianna Marinello , Paul-Henry Cournede , Stergios Christodoulidis

Communication dans un congrès 27/05/2024

Diffusion models for nuclei segmentation in low data regimes

Konstantinos Alexis , Dimitrios Gunopulos , Stergios Christodoulidis

Communication dans un congrès 08/10/2023

Structured State Space Models for Multiple Instance Learning in Digital Pathology

Joseph Boyd , Paul-Henry P.-H. Cournède , Maria Vakalopoulou , Paul-Henry Cournede , Stergios Christodoulidis

Communication dans un congrès 03/10/2023

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

Fabrice André , Maria Vakalopoulou , Stergios Christodoulidis , Hugues Talbot

Communication dans un congrès 02/10/2023

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

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

Article dans une revue 24/07/2023

Trastuzumab deruxtecan in metastatic breast cancer with variable HER2 expression: the phase 2 DAISY trial

Fernanda Mosele , Elise Deluche , Amelie Lusque , Thomas Filleron , Yoann Pradat , Agnes Ducoulombier , Barbara Pistilli , Thomas Bachelot , Frederic Viret , Christelle Levy , Nicolas Signolle , Alexia Alfaro , Diep T N Tran , Ingrid Judith Garberis , Nathalie Droin , Aurelie Stourm , Hugues Talbot , Stergios Christodoulidis , Maria Vakalopoulou

Chapitre d'ouvrage 23/07/2023

Deep learning: basics and convolutional neural networks (CNN)

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

Article dans une revue 01/01/2023

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 01/11/2022

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

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

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

Communication dans un congrès 01/01/2022

Unsupervised Nuclei Segmentation using Spatial Organization Priors

Marvin Lerousseau , Ingrid Garberis , Fabrice André , Stergios Christodoulidis , Maria Vakalopoulou , Hugues Talbot

Article dans une revue 01/11/2021

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

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

Communication dans un congrès 11/10/2021

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

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

Chapitre d'ouvrage 27/09/2021

Deep Learning for the Earth Sciences

Nikos Paragios , Maria Vakalopoulou , Stergios Christodoulidis

Communication dans un congrès 21/09/2021

Exploring Deep Registration Latent Spaces

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

Article dans une revue 01/09/2021

Intestinal microbiota influences clinical outcome and side effects of early breast cancer treatment

Safae Terrisse , Lisa Derosa , Valerio Iebba , François Ghiringhelli , Ines Vaz-Luis , Guido Kroemer , Marine Fidelle , Nicola Segata , Andrew Maltez Thomas , Anne-Laure Martin , Aude Sirven , Sibille Everhard , Fanny Aprahamian , Nitharsshini Nirmalathasan , Romy Aarnoutse , Marjolein Smidt , Janine Ziemons , Carlos Caldas , Sibylle Loibl , Stergios Christodoulidis

Article dans une revue 29/03/2021

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

Maria Papadomanolaki , Konstantinos Karantzalos , Stergios Christodoulidis , Maria Vakalopoulou

Article dans une revue 01/01/2021

AI-driven quantification, staging and outcome prediction of COVID-19 pneumonia

Guillaume Chassagnon , Enzo Battistella , Trieu-Nghi Hoang-Thi , Severine Dangeard , Eric Deutsch , Fabrice André , Enora Guillo , Nara Halm , Stefany El Hajj , Florian Bompard , Sophie Neveu , Chahinez Hani , Ines Saab , Aliénor Campredon , Hasmik Koulakian , Souhail Bennani , Gael Freche , Maxime Barat , Maria Vakalopoulou , Stergios Christodoulidis

Communication dans un congrès 29/09/2020

Self-supervised Nuclei Segmentation in Histopathological Images Using Attention

Roberto Salgado , Stefan Michiels , Sherene Loi , Fabrice André , Nikos Paragios , Stergios Christodoulidis , Maria Vakalopoulou

Article dans une revue 20/03/2020

Deep Learning-Based Concurrent Brain Registration and Tumor Segmentation

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

Communication dans un congrès 10/10/2019

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

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

Communication dans un congrès 28/07/2019

Image Registration of Satellite Imagery with Deep Convolutional Neural Networks

Stavroula Mougiakakou , Nikos Paragios , Maria Vakalopoulou , Stergios Christodoulidis

Communication dans un congrès 16/09/2018

Linear and Deformable Image Registration with 3D Convolutional Neural Networks

Guillaume Chassagnon , Marie-Pierre Revel , Stavroula Mougiakakou , Nikos Paragios , Stergios Christodoulidis , Maria Vakalopoulou