126 citations
- Université de BourgogneFR5 papers
- Centre National de la Recherche ScientifiqueFR3 papers
- InsermFR3 papers
- Université Bourgogne Franche-ComtéFR3 papers
- ImViA - Imagerie et Vision ArtificielleFR2 papers
- Lyon 1 UniversitéFR2 papers
- Assistance Publique – Hôpitaux de ParisFR1 paper
- CEA Paris-SaclayFR1 paper
- Centre de Recherche en Acquisition et Traitement de l'Image pour la SantéFR1 paper
- Centre de Recherche en Neurosciences de LyonFR1 paper
- Centre for Research on Brain Language and MusicCA1 paper
- Centre Georges François LeclercFR1 paper
6 papers
Learning With Context Feedback Loop for Robust Medical Image Segmentation
Kibrom Berihu Girum, Gilles Créhange, Alain Lalande
Deep learning has successfully been leveraged for medical image segmentation. It employs convolutional neural networks (CNN) to learn distinctive image features from a defined pixe…
18F-FDG-PET dissemination features in diffuse large B cell lymphoma are predictive of outcome
Anne-Ségolène Cottereau, Christophe Nioche, Anne-Sophie Dirand +5
We assessed the predictive value of new radiomic features characterizing the lesion dissemination in baseline 18F-FDG PET and tested whether combining them with baseline metabolic…
Segmentation-free Estimation of Aortic Diameters from MRI Using Deep Learning
Axel Aguerreberry, Ezequiel de la Rosa, Alain Lalande +1
Accurate and reproducible measurements of the aortic diameters are crucial for the diagnosis of cardiovascular diseases and for therapeutic decision making. Currently, these measur…
Cardiac Segmentation with Strong Anatomical Guarantees
Nathan Painchaud, Youssef Skandarani, Thierry Judge +3
Convolutional neural networks (CNN) have had unprecedented success in medical imaging and, in particular, in medical image segmentation. However, despite the fact that segmentation…
Deep generative model-driven multimodal prostate segmentation in radiotherapy
Kibrom Berihu Girum, Gilles Créhange, Raabid Hussain +2
Deep learning has shown unprecedented success in a variety of applications, such as computer vision and medical image analysis. However, there is still potential to improve segment…
Rational real algebraic models of compact differential surfaces with circle actions
Adrien Dubouloz, Charlie Petitjean
We give an algebro-geometric classification of smooth real affine algebraic surfaces endowed with an effective action of the real algebraic circle group up to equiva…