Stergios Christodoulidis

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 39

Top Topics

Multiple Instance

Convolutional Neural Networks

Deformable Image Registration

Interstitial Lung

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Badr-Eddine Marani, Mohamed Hanini, Nihitha Malayarukil, Stergios Christodoulidis, Maria Vakalopoulou, Enzo Ferrante
ViG-Bias: Visually Grounded Bias Discovery and Mitigation. CoRR (2024)
Matthias Fontanellaz, Andreas Christe, Stergios Christodoulidis, Ethan Dack, Justus Roos, D. Drakopoulos, D. Sieron, Alan Peters, Thomas Geiser, Manuela Funke-Chambour, J. Heverhagen, Hanno Hoppe, Aristomenis Exadaktylos, Lukas Ebner, Stavroula G. Mougiakakou
Computer-Aided Diagnosis System for Lung Fibrosis: From the Effect of Radiomic Features and Multi-Layer-Perceptron Mixers to Pre-Clinical Evaluation. IEEE Access 12 (2024)
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. CoRR (2023)
Leo Fillioux, Joseph Boyd, Maria Vakalopoulou, Paul-Henry Cournède, Stergios Christodoulidis
Structured State Space Models for Multiple Instance Learning in Digital Pathology. CoRR (2023)
Loïc Le Bescond, Maria Vakalopoulou, Stergios Christodoulidis, Fabrice André, Hugues Talbot
On the detection of Out-Of-Distribution samples in Multiple Instance Learning. CoRR (2023)
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. ICCV (Workshops) (2023)
Leo Fillioux, Joseph Boyd, Maria Vakalopoulou, Paul-Henry Cournède, Stergios Christodoulidis
Structured State Space Models for Multiple Instance Learning in Digital Pathology. MICCAI (1) (2023)
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. MICCAI (2) (2022)
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. CoRR (2022)
Cameron Dahan, Stergios Christodoulidis, Maria Vakalopoulou, Joseph Boyd
Artifact Removal in Histopathology Images. CoRR (2022)
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. ML4H@NeurIPS (2022)
Loïc Le Bescond, Marvin Lerousseau, Ingrid Garberis, Fabrice André, Stergios Christodoulidis, Maria Vakalopoulou, Hugues Talbot
Unsupervised Nuclei Segmentation Using Spatial Organization Priors. MICCAI (2) (2022)
Joseph Boyd, Mykola Liashuha, Eric Deutsch, Nikos Paragios, Stergios Christodoulidis, Maria Vakalopoulou
Self-Supervised Representation Learning using Visual Field Expansion on Digital Pathology. CoRR (2021)
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. CoRR (2021)
Maria Papadomanolaki, Stergios Christodoulidis, Konstantinos Karantzalos, Maria Vakalopoulou
Unsupervised Multistep Deformable Registration of Remote Sensing Imagery Based on Deep Learning. Remote. Sens. 13 (7) (2021)
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. DART/FAIR@MICCAI (2021)
Joseph Boyd, Mykola Liashuha, Eric Deutsch, Nikos Paragios, Stergios Christodoulidis, Maria Vakalopoulou
Self-Supervised Representation Learning using Visual Field Expansion on Digital Pathology. ICCVW (2021)
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, Alienor Campredon, Hasmik Koulakian, Souhail Bennani, Nikos Paragios
AI-driven quantification, staging and outcome prediction of COVID-19 pneumonia. Medical Image Anal. 67 (2021)
Ya Lu, Thomai Stathopoulou, Maria F. Vasiloglou, Stergios Christodoulidis, Zeno Stanga, Stavroula G. Mougiakakou
An Artificial Intelligence-Based System to Assess Nutrient Intake for Hospitalised Patients. IEEE Trans. Multim. 23 (2021)
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. MICCAI (5) (2020)
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. Frontiers Comput. Neurosci. 14 (2020)
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, Alienor Campredon, Hasmik Koulakian, Souhail Bennani, Gael Freche, Aurelien Lombard, Laure Fournier, Hippolyte Monnier, Teodor Grand, Jules Gregory, Antoine Khalil, Elyas Mahdjoub, Pierre-Yves Brillet, Stephane Tran Ba, Valérie Bousson, Marie-Pierre Revel, Nikos Paragios
AI-Driven CT-based quantification, staging and short-term outcome prediction of COVID-19 pneumonia. CoRR (2020)
Ya Lu, Thomai Stathopoulou, Maria F. Vasiloglou, Stergios Christodoulidis, Zeno Stanga, Stavroula G. Mougiakakou
An Artificial Intelligence-Based System to Assess Nutrient Intake for Hospitalised Patients. CoRR (2020)
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. CoRR (2020)
Matthias Fontanellaz, Stergios Christodoulidis, Stavroula G. Mougiakakou
Self-Attention and Ingredient-Attention Based Model for Recipe Retrieval from Image Queries. CoRR (2019)
Ya Lu, Thomai Stathopoulou, Maria F. Vasiloglou, Stergios Christodoulidis, Beat Blum, Thomas Walser, Vinzenz Meier, Zeno Stanga, Stavroula G. Mougiakakou
An Artificial Intelligence-Based System for Nutrient Intake Assessment of Hospitalised Patients. EMBC (2019)
Matthias Fontanellaz, Stergios Christodoulidis, Stavroula G. Mougiakakou
Self-Attention and Ingredient-Attention Based Model for Recipe Retrieval from Image Queries. MADiMa @ ACM Multimedia (2019)
Maria Vakalopoulou, Stergios Christodoulidis, Mihir Sahasrabudhe, Stavroula G. Mougiakakou, Nikos Paragios
Image Registration of Satellite Imagery with Deep Convolutional Neural Networks. IGARSS (2019)
Ya Lu, Thomai Stathopoulou, Maria F. Vasiloglou, Stergios Christodoulidis, Beat Blum, Thomas Walser, Vinzenz Meier, Zeno Stanga, Stavroula G. Mougiakakou
An Artificial Intelligence-Based System for Nutrient Intake Assessment of Hospitalised Patients. CoRR (2019)
Marios Anthimopoulos, Stergios Christodoulidis, Lukas Ebner, Thomas Geiser, Andreas Christe, Stavroula G. Mougiakakou
Semantic Segmentation of Pathological Lung Tissue With Dilated Fully Convolutional Networks. IEEE J. Biomed. Health Informatics 23 (2) (2019)
Théo Estienne, Maria Vakalopoulou, Stergios Christodoulidis, Enzo Battistella, Marvin Lerousseau, Alexandre Carre, Guillaume Klausner, Roger Sun, Charlotte Robert, Stavroula G. Mougiakakou, Nikos Paragios, Eric Deutsch
U-ReSNet: Ultimate Coupling of Registration and Segmentation with Deep Nets. MICCAI (3) (2019)
Stergios Christodoulidis, Mihir Sahasrabudhe, Maria Vakalopoulou, Guillaume Chassagnon, Marie-Pierre Revel, Stavroula G. Mougiakakou, Nikos Paragios
Linear and Deformable Image Registration with 3D Convolutional Neural Networks. CoRR (2018)
Stergios Christodoulidis, Mihir Sahasrabudhe, Maria Vakalopoulou, Guillaume Chassagnon, Marie-Pierre Revel, Stavroula G. Mougiakakou, Nikos Paragios
Linear and Deformable Image Registration with 3D Convolutional Neural Networks. RAMBO+BIA+TIA@MICCAI (2018)
Marios Anthimopoulos, Stergios Christodoulidis, Lukas Ebner, Thomas Geiser, Andreas Christe, Stavroula G. Mougiakakou
Semantic Segmentation of Pathological Lung Tissue with Dilated Fully Convolutional Networks. CoRR (2018)
Stergios Christodoulidis, Marios Anthimopoulos, Lukas Ebner, Andreas Christe, Stavroula G. Mougiakakou
Multisource Transfer Learning With Convolutional Neural Networks for Lung Pattern Analysis. IEEE J. Biomed. Health Informatics 21 (1) (2017)
Fernando Garcia-Garcia, Eleni Metaxa, Stergios Christodoulidis, Marios Anthimopoulos, Nikolaos Kontopodis, Martina Correa-Londono, Thomas R. Wyss, Yannis Papaharilaou, Christos V. Ioannou, Hendrik von Tengg-Kobligk, Stavroula G. Mougiakakou
Prognosis of Abdominal Aortic Aneurysms: A Machine Learning-Enabled Approach Merging Clinical, Morphometric, Biomechanical and Texture Information. CBMS (2017)
Stergios Christodoulidis, Marios Anthimopoulos, Lukas Ebner, Andreas Christe, Stavroula G. Mougiakakou
Multi-source Transfer Learning with Convolutional Neural Networks for Lung Pattern Analysis. CoRR (2016)
Marios Anthimopoulos, Stergios Christodoulidis, Lukas Ebner, Andreas Christe, Stavroula G. Mougiakakou
Lung Pattern Classification for Interstitial Lung Diseases Using a Deep Convolutional Neural Network. IEEE Trans. Medical Imaging 35 (5) (2016)
Stergios Christodoulidis, Marios Anthimopoulos, Stavroula G. Mougiakakou
Food Recognition for Dietary Assessment Using Deep Convolutional Neural Networks. ICIAP Workshops (2015)
Marios Anthimopoulos, Stergios Christodoulidis, Andreas Christe, Stavroula G. Mougiakakou
Classification of interstitial lung disease patterns using local DCT features and random forest. EMBC (2014)