Stergios Christodoulidis

Laboratoire

Mathématiques et Informatique pour la Complexité et les Systèmes

Publications (23)

Communication dans un congrès 01/01/2022

Unsupervised Nuclei Segmentation using Spatial Organization Priors

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

Chapitre d'ouvrage 27/09/2021

Deep Learning for the Earth Sciences

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

Communication dans un congrès 21/09/2021

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 , 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 , Stergios Christodoulidis , 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 , Stergios Christodoulidis , Konstantinos Karantzalos , Maria Vakalopoulou , Stergios Christodoulidis , Maria Vakalopoulou

Article dans une revue 01/01/2021

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

Guillaume Chassagnon , Maria Vakalopoulou , Enzo Battistella , Stergios Christodoulidis , 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

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

Article dans une revue 20/03/2020

Deep Learning-Based Concurrent Brain Registration and Tumor Segmentation

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