Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Stergios Christodoulidis

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


Sep 07, 2021
Joseph Boyd, Mykola Liashuha, Eric Deutsch, Nikos Paragios, Stergios Christodoulidis, Maria Vakalopoulou


  Access Paper or Ask Questions

Exploring Deep Registration Latent Spaces


Jul 23, 2021
Théo Estienne, Maria Vakalopoulou, Stergios Christodoulidis, Enzo Battistella, Théophraste Henry, Marvin Lerousseau, Amaury Leroy, Guillaume Chassagnon, Marie-Pierre Revel, Nikos Paragios, Eric Deutsch

* 13 pages, 5 figures + 3 figures in supplementary materials Accepted to DART 2021 workshop 

  Access Paper or Ask Questions

Self-Supervised Nuclei Segmentation in Histopathological Images Using Attention


Jul 16, 2020
Mihir Sahasrabudhe, Stergios Christodoulidis, Roberto Salgado, Stefan Michiels, Sherene Loi, Fabrice André, Nikos Paragios, Maria Vakalopoulou

* 10 pages. Code available online at https://github.com/msahasrabudhe/miccai2020_self_sup_nuclei_seg 

  Access Paper or Ask Questions

AI-Driven CT-based quantification, staging and short-term outcome prediction of COVID-19 pneumonia


Apr 20, 2020
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, 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, Valerie Bousson, Marie-Pierre Revel, Nikos Paragios


  Access Paper or Ask Questions

An Artificial Intelligence-Based System to Assess Nutrient Intake for Hospitalised Patients


Mar 18, 2020
Ya Lu, Thomai Stathopoulou, Maria F. Vasiloglou, Stergios Christodoulidis, Zeno Stanga, Stavroula Mougiakakou


  Access Paper or Ask Questions

Self-Attention and Ingredient-Attention Based Model for Recipe Retrieval from Image Queries


Nov 05, 2019
Matthias Fontanellaz, Stergios Christodoulidis, Stavroula Mougiakakou

* MADiMa 2019,5th International Workshop on Multimedia Assisted Dietary Management 

  Access Paper or Ask Questions

An Artificial Intelligence-Based System for Nutrient Intake Assessment of Hospitalised Patients


Jun 12, 2019
Ya Lu, Thomai Stathopoulou, Maria F. Vasiloglou, Stergios Christodoulidis, Beat Blum, Thomas Walser, Vinzenz Meier, Zeno Stanga, Stavroula G. Mougiakakou

* EMBC2019 

  Access Paper or Ask Questions

Linear and Deformable Image Registration with 3D Convolutional Neural Networks


Sep 13, 2018
Stergios Christodoulidis, Mihir Sahasrabudhe, Maria Vakalopoulou, Guillaume Chassagnon, Marie-Pierre Revel, Stavroula Mougiakakou, Nikos Paragios


  Access Paper or Ask Questions

Semantic Segmentation of Pathological Lung Tissue with Dilated Fully Convolutional Networks


Mar 16, 2018
Marios Anthimopoulos, Stergios Christodoulidis, Lukas Ebner, Thomas Geiser, Andreas Christe, Stavroula Mougiakakou


  Access Paper or Ask Questions

Multi-source Transfer Learning with Convolutional Neural Networks for Lung Pattern Analysis


Dec 08, 2016
Stergios Christodoulidis, Marios Anthimopoulos, Lukas Ebner, Andreas Christe, Stavroula Mougiakakou


  Access Paper or Ask Questions