Maria Vakalopoulou

Laboratoire

Mathématiques et Informatique pour la Complexité et les Systèmes

Publications (82)

Communication dans un congrès 06/07/2022

Constrative Learning for Kidney Transplant Analysis using MRI data and Deep Convolutional Networks

Leo Milecki , Vicky Kalogeiton , Sylvain Bodard , Jean-Michel Correas , Marc-Olivier Timsit , Maria Vakalopoulou , Maria Vakalopoulou

Communication dans un congrès 01/01/2022

Unsupervised Nuclei Segmentation using Spatial Organization Priors

Loïc Le Bescond , Marvin Lerousseau , Ingrid Garberis , Fabrice André , Stergios Christodoulidis , Maria Vakalopoulou , Hugues Talbot , Stergios Christodoulidis , Maria Vakalopoulou , Hugues Talbot

Article dans une revue 01/11/2021

COMBING: Clustering in Oncology for Mathematical and Biological Identification of Novel Gene Signatures

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

Article dans une revue 01/11/2021

Deep learning for lung disease segmentation on CT: Which reconstruction kernel should be used?

Trieu-Nghi Hoang-Thi , Maria Vakalopoulou , Stergios Christodoulidis , Nikos Paragios , Marie-Pierre Revel , Guillaume Chassagnon , Maria Vakalopoulou , Stergios Christodoulidis

Article dans une revue 12/10/2021

Using chest CT scan and unsupervised machine learning for predicting and evaluating response to lumacaftor-ivacaftor in people with cystic fibrosis

Aliénor Campredon , Enzo Battistella , Clémence Martin , Isabelle Durieu , Laurent Mely , Christophe Marguet , Chantal Belleguic , Marlène Murris-Espin , Raphaël Chiron , Annlyse Fanton , Stéphanie Bui , Martine Reynaud-Gaubert , Philippe Reix , Trieu-Nghi Hoang-Thi , Maria Vakalopoulou , Marie-Pierre Revel , Jennifer da Silva , Pierre-Régis Burgel , Guillaume Chassagnon , Maria Vakalopoulou

Communication dans un congrès 11/10/2021

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

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

Communication dans un congrès 27/09/2021

SparseConvMIL: Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification

Marvin Lerousseau , Maria Vakalopoulou , Eric Deutsch , Nikos Paragios , Maria Vakalopoulou

Communication dans un congrès 27/09/2021

Deep Reinforcement Learning for L3 Slice Localization in Sarcopenia Assessment

Othmane Laousy , Guillaume Chassagnon , Edouard Oyallon , Nikos Paragios , Marie-Pierre Revel , Maria Vakalopoulou , Maria Vakalopoulou

Chapitre d'ouvrage 27/09/2021

Deep Learning for the Earth Sciences

Maria Vakalopoulou , Stergios Christodoulidis , Mihir Sahasrabudhe , Nikos Paragios , Maria Vakalopoulou , Stergios Christodoulidis

Communication dans un congrès 21/09/2021

Weakly Supervised Pan-Cancer Segmentation Tool

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