Stergios Christodoulidis

Laboratoire Mathématiques et Informatique pour la Complexité et les Systèmes

stergios.christodoulidis [at] centralesupelec.fr

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Publications :

  • Communication dans un congrès - 13 documents
    • Konstantinos Alexis, Stergios Christodoulidis, Dimitrios Gunopulos, Maria Vakalopoulou. Diffusion models for nuclei segmentation in low data regimes, 2024-05-27. (https://hal.science/hal-04642408v1)
    • Leo Fillioux, Joseph Boyd, Maria Vakalopoulou, Paul-Henry P.-H. Cournède, Stergios Christodoulidis. Structured State Space Models for Multiple Instance Learning in Digital Pathology, 2023-10-08. (https://hal.science/hal-04331431v1)
    • Loïc Le Bescond, Maria Vakalopoulou, Stergios Christodoulidis, Fabrice Andre, Hugues Talbot. On the detection of Out-Of-Distribution samples in Multiple Instance Learning, 2023-10-03. (https://hal.science/hal-04337462v2)
    • Leo Fillioux, Emilie Gontran, Jérôme Cartry, Jacques RR Mathieu, Sabrina Bedja, Alice Boilève, Paul-Henry Cournède, Fanny Jaulin, Stergios Christodoulidis, Maria Vakalopoulou. Spatio-Temporal Analysis of Patient-Derived Organoid Videos Using Deep Learning for the Prediction of Drug Efficacy, 2023-10-02. (https://hal.science/hal-04331446v1)
    • Hakim Benkirane, Maria Vakalopoulou, Stergios Christodoulidis, Ingrid-Judith Garberis, Stefan Michiels, Paul-Henry Cournède. Hyper-AdaC: Adaptive clustering-based hypergraph representation of whole slide images for survival analysis, 2022-11-28. (https://hal.science/hal-04330534v1)
    • Loïc Le Bescond, Marvin Lerousseau, Ingrid Garberis, Fabrice André, Stergios Christodoulidis, Maria Vakalopoulou, Hugues Talbot. Unsupervised Nuclei Segmentation using Spatial Organization Priors, 2022-09-18. (https://hal.science/hal-03644463v2)
    • Joseph Boyd, Irène Villa, Marie-Christine Mathieu, Eric Deutsch, Nikos Paragios, Maria Vakalopoulou, Stergios Christodoulidis. Region-Guided CycleGANs for Stain Transfer in Whole Slide Images, 2022-09-18. (https://hal.science/hal-03939229v1)
    • Joseph Boyd, Mykola Liashuha, Eric Deutsch, Nikos Paragios, Stergios Christodoulidis, Maria Vakalopoulou. Self-Supervised Representation Learning using Visual Field Expansion on Digital Pathology, 2021-10-11. (https://centralesupelec.hal.science/hal-03448192v1)
    • Théo Estienne, Maria Vakalopoulou, Stergios Christodoulidis, Enzo Battistella, Théophraste Henry, Marvin Lerousseau, Amaury Leroy, Guillaume Chassagnon, Marie-Pierre Revel, Nikos Paragios, Eric Deutsch. Exploring Deep Registration Latent Spaces, 2021-09-27. (https://hal.science/hal-03524105v1)
    • Mihir Sahasrabudhe, Stergios Christodoulidis, Roberto Salgado, Stefan Michiels, Sherene Loi, Fabrice André, Nikos Paragios, Maria Vakalopoulou. Self-supervised Nuclei Segmentation in Histopathological Images Using Attention, 2020-10-04. (https://hal.science/hal-03087006v1)
    • Théo Estienne, Maria Vakalopoulou, Stergios Christodoulidis, Enzo Battistella, Marvin Lerousseau, Alexandre Carre, Guillaume Klausner, Roger Sun, Charlotte Robert, Stavroula Mougiakakou, Nikos Paragios, Eric Deutsch. U-ReSNet: Ultimate Coupling of Registration and Segmentation with Deep Nets, 2019-10-13. (https://hal.science/hal-02365899v2)
    • Maria Vakalopoulou, Stergios Christodoulidis, Mihir Sahasrabudhe, Stavroula Mougiakakou, Nikos Paragios. Image Registration of Satellite Imagery with Deep Convolutional Neural Networks, 2019-07-28. (https://inria.hal.science/hal-02422555v1)
    • Stergios Christodoulidis, Mihir Sahasrabudhe, Maria Vakalopoulou, Guillaume Chassagnon, Marie-Pierre Revel, Stavroula Mougiakakou, Nikos Paragios. Linear and Deformable Image Registration with 3D Convolutional Neural Networks, 2018-09-16. (https://hal.science/hal-01935607v1)
  • Article dans une revue - 7 documents
    • Fernanda Mosele, Elise Deluche, Amelie 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, Maki Kobayashi, Tomoya Kakegawa, Ludovic Lacroix, Patrick Saulnier, Bastien Job, Marc Deloger, Marta Jimenez, Celine Mahier, Vianney Baris, Pierre Laplante, Patricia Kannouche, Virginie Marty, Magali Lacroix-Triki, Veronique Diéras, Fabrice André. Trastuzumab deruxtecan in metastatic breast cancer with variable HER2 expression: the phase 2 DAISY trial, 2023-07-24. (https://hal.science/hal-04187928v1)
    • 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. Dosiomics-Based Prediction of Radiation-Induced Valvulopathy after Childhood Cancer, 2023. (https://hal.science/hal-04191649v1)
    • Trieu-Nghi Hoang-Thi, Maria Vakalopoulou, Stergios Christodoulidis, Nikos Paragios, Marie-Pierre Revel, Guillaume Chassagnon. Deep learning for lung disease segmentation on CT: Which reconstruction kernel should be used?, 2021-11. (https://hal.science/hal-03539082v1)
    • 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, Carsten Denkert, Sylvere Durand, Claudia Iglesias, Filippo Pietrantonio, Bertrand Routy, Fabrice André, Edoardo Pasolli, Suzette Delaloge, Laurence Zitvogel. Intestinal microbiota influences clinical outcome and side effects of early breast cancer treatment, 2021-09. (https://hal.science/hal-03681977v1)
    • Maria Papadomanolaki, Stergios Christodoulidis, Konstantinos Karantzalos, Maria Vakalopoulou. Unsupervised Multistep Deformable Registration of Remote Sensing Imagery Based on Deep Learning, 2021-03-29. (https://inria.hal.science/hal-03538150v1)
    • Guillaume Chassagnon, Maria Vakalopoulou, Enzo Battistella, Stergios Christodoulidis, Trieu-Nghi Hoang-Thi, Severine Dangeard, Eric Deutsch, Fabrice Andre, 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, Aurelien Lombard, Laure Fournier, Hippolyte Monnier, Téodor Grand, Jules Gregory, Yann Nguyen, Antoine Khalil, Elyas Mahdjoub, Pierre-Yves Brillet, Stéphane Tran Ba, Valérie Bousson, Ahmed Mekki, Robert-Yves Carlier, Marie-Pierre Revel, Nikos Paragios. AI-driven quantification, staging and outcome prediction of COVID-19 pneumonia, 2021-01. (https://hal.science/hal-03133234v1)
    • 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. Deep Learning-Based Concurrent Brain Registration and Tumor Segmentation, 2020-03-20. (https://hal.science/hal-02974826v1)
  • Chapitre d'ouvrage - 2 documents
    • Maria Vakalopoulou, Stergios Christodoulidis, Ninon Burgos, Olivier Colliot, Vincent Lepetit. Deep learning: basics and convolutional neural networks (CNN), 2023-07-23. (https://hal.science/hal-03957224v2)
    • Maria Vakalopoulou, Stergios Christodoulidis, Mihir Sahasrabudhe, Nikos Paragios. Deep Learning for the Earth Sciences, 2021-09-27. (https://hal.science/hal-03539417v1)