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 Maria Vakalopoulou

Maria Vakalopoulou

Université Paris-Saclay, CentraleSupélec, Mathématiques et Informatique pour la Complexité et les Systèmes, Inria Saclay

Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning


Dec 23, 2021
Alessa Hering, Lasse Hansen, Tony C. W. Mok, Albert C. S. Chung, Hanna Siebert, Stephanie Häger, Annkristin Lange, Sven Kuckertz, Stefan Heldmann, Wei Shao, Sulaiman Vesal, Mirabela Rusu, Geoffrey Sonn, Théo Estienne, Maria Vakalopoulou, Luyi Han, Yunzhi Huang, Mikael Brudfors, Yaël Balbastre, SamuelJ outard, Marc Modat, Gal Lifshitz, Dan Raviv, Jinxin Lv, Qiang Li, Vincent Jaouen, Dimitris Visvikis, Constance Fourcade, Mathieu Rubeaux, Wentao Pan, Zhe Xu, Bailiang Jian, Francesca De Benetti, Marek Wodzinski, Niklas Gunnarsson, Jens Sjölund, Huaqi Qiu, Zeju Li, Christoph Großbröhmer, Andrew Hoopes, Ingerid Reinertsen, Yiming Xiao, Bennett Landman, Yuankai Huo, Keelin Murphy, Nikolas Lessmann, Bram van Ginneken, Adrian V. Dalca, Mattias P. Heinrich


  Access Paper or Ask Questions

MICS : Multi-steps, Inverse Consistency and Symmetric deep learning registration network


Nov 23, 2021
Théo Estienne, Maria Vakalopoulou, Enzo Battistella, Theophraste Henry, Marvin Lerousseau, Amaury Leroy, Nikos Paragios, Eric Deutsch

* In submission 

  Access Paper or Ask Questions

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

Deep Reinforcement Learning for L3 Slice Localization in Sarcopenia Assessment


Aug 13, 2021
Othmane Laousy, Guillaume Chassagnon, Edouard Oyallon, Nikos Paragios, Marie-Pierre Revel, 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

Multi-Source domain adaptation via supervised contrastive learning and confident consistency regularization


Jul 01, 2021
Marin Scalbert, Maria Vakalopoulou, Florent Couzinié-Devy


  Access Paper or Ask Questions

Weakly supervised pan-cancer segmentation tool


May 10, 2021
Marvin Lerousseau, Marion Classe, Enzo Battistella, Théo Estienne, Théophraste Henry, Amaury Leroy, Roger Sun, Maria Vakalopoulou, Jean-Yves Scoazec, Eric Deutsch, Nikos Paragios


  Access Paper or Ask Questions

Sparse convolutional context-aware multiple instance learning for whole slide image classification


May 06, 2021
Marvin Lerousseau, Maria Vakalopoulou, Nikos Paragios, Eric Deutsch


  Access Paper or Ask Questions

Cancer Gene Profiling through Unsupervised Discovery


Feb 11, 2021
Enzo Battistella, Maria Vakalopoulou, Roger Sun, Théo Estienne, Marvin Lerousseau, Sergey Nikolaev, Emilie Alvarez Andres, Alexandre Carré, Stéphane Niyoteka, Charlotte Robert, Nikos Paragios, Eric Deutsch


  Access Paper or Ask Questions

Deep learning based registration using spatial gradients and noisy segmentation labels


Oct 21, 2020
Théo Estienne, Maria Vakalopoulou, Enzo Battistella, Alexandre Carré, Théophraste Henry, Marvin Lerousseau, Charlotte Robert, Nikos Paragios, Eric Deutsch

* 5 pages, 0 figures 

  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

Weakly supervised multiple instance learning histopathological tumor segmentation


Apr 21, 2020
Marvin Lerousseau, Maria Vakalopoulou, Marion Classe, Julien Adam, Enzo Battistella, Alexandre Carré, Théo Estienne, Théophraste Henry, Eric Deutsch, Nikos Paragios

* 10 pages, 3 figures; added code + results url 

  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

Detecting Urban Changes with Recurrent Neural Networks from Multitemporal Sentinel-2 Data


Oct 17, 2019
Maria Papadomanolaki, Sagar Verma, Maria Vakalopoulou, Siddharth Gupta, Konstantinos Karantzalos

* 4 pages, IGARSS2019 

  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