Stergios Christodoulidis

Laboratoire

Mathématiques et Informatique pour la Complexité et les Systèmes

Publications (23)

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 , Loïc Le Bescond , 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 , Cécile Vicier , Jean Sebastien Frenel , Hugues Talbot , Maria Vakalopoulou , Stergios Christodoulidis

Communication dans un congrès 27/05/2024

Diffusion models for nuclei segmentation in low data regimes

Konstantinos Alexis , Stergios Christodoulidis , Dimitrios Gunopulos , Maria Vakalopoulou , Stergios Christodoulidis

Communication dans un congrès 08/10/2023

Structured State Space Models for Multiple Instance Learning in Digital Pathology

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

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

Leo Fillioux , Emilie Gontran , Jérôme Cartry , Jacques RR Mathieu , Sabrina Bedja , Alice Boilève , Paul-Henry Cournede , Fanny Jaulin , Stergios Christodoulidis , Maria Vakalopoulou , 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 , Amélie Lusque , Loïc Le Bescond , 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 , Hugues Talbot , Stergios Christodoulidis , Maria Vakalopoulou , Nathalie Droin , Aurelie Stourm , Hugues Talbot , Stergios Christodoulidis , Maria Vakalopoulou

Chapitre d'ouvrage 23/07/2023

Deep learning: basics and convolutional neural networks (CNN)

Maria Vakalopoulou , Stergios Christodoulidis , 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

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

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

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