Maria Vakalopoulou

Laboratoire

Mathématiques et Informatique pour la Complexité et les Systèmes

Publications (82)

19/10/2020

Deep learning based registration using spatial gradients and noisy segmentation labels

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

Communication dans un congrès 29/09/2020

Weakly Supervised Multiple Instance Learning Histopathological Tumor Segmentation

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

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 23/07/2020

Standardization of brain MR images across machines and protocols: bridging the gap for MRI-based radiomics

Alexandre Carré , Guillaume Klausner , Myriam Edjlali , Marvin Lerousseau , Jade Briend-Diop , Roger Sun , Samy Ammari , Sylvain Reuze , Emilie Alvarez Andres , Théo Estienne , Stéphane Niyoteka , Enzo Battistella , Maria Vakalopoulou , Frédéric Dhermain , Nikos Paragios , Eric Deutsch , Catherine Oppenheim , Johan Pallud , Charlotte Robert , Maria Vakalopoulou

Article dans une revue 01/07/2020

Deep Learning–based Approach for Automated Assessment of Interstitial Lung Disease in Systemic Sclerosis on CT Images

Guillaume Chassagnon , Maria Vakalopoulou , Alexis Regent , Evangelia Zacharaki , Galit Aviram , Charlotte Martin , Rafael Marini , Norbert Bus , Naïm Jerjir , Arsène Mekinian , Thông Hua-Huy , Laurence Monnier-Cholley , Nouria Benmostefa , Luc Mouthon , Anh-Tuan Dinh-Xuan , Nikos Paragios , Marie-Pierre Revel , 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

Article dans une revue 01/02/2020

Artificial intelligence applications for thoracic imaging

Guillaume Chassagnon , Maria Vakalopoulou , Nikos Paragios , Marie-Pierre Revel , Maria Vakalopoulou

Article dans une revue 06/12/2019

Deep learning: definition and perspectives for thoracic imaging

Maria Vakalopoulou , Guillaume Chassagnon , Nikos Paragios , Marie-Pierre Revel , Maria Vakalopoulou

Communication dans un congrès 10/10/2019

U-ReSNet: Ultimate Coupling of Registration and Segmentation with Deep Nets

Théo Estienne , Maria Vakalopoulou , Stergios Christodoulidis , Enzo Battistella , Marvin Lerousseau , Alexandre Carré , Guillaume Klausner , Roger Sun , Charlotte Robert , Stavroula Mougiakakou , Nikos Paragios , Eric Deutsch , Maria Vakalopoulou , Stergios Christodoulidis

Communication dans un congrès 28/07/2019

A multi-task deep learning framework coupling semantic segmentation and image reconstruction for very high resolution imagery

Maria Papadomanolaki , Konstantinos Karantzalos , Maria Vakalopoulou , Maria Vakalopoulou