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Charlotte Robert
ORCID
Publication Activity (10 Years)
Years Active: 2018-2023
Publications (10 Years): 14
Top Topics
Spatial Pyramid
Gene Expression
Microarray Gene
Deep Learning
Top Venues
CoRR
BrainLes@MICCAI (2)
IPMI
IEEE ACM Trans. Comput. Biol. Bioinform.
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Publications
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Alexandre Cafaro
,
Quentin Spinat
,
Amaury Leroy
,
Pauline Maury
,
Alexandre Munoz
,
Guillaume Beldjoudi
,
Charlotte Robert
,
Eric Deutsch
,
Vincent Grégoire
,
Vincent Lepetit
,
Nikos Paragios
X2Vision: 3D CT Reconstruction from Biplanar X-Rays with Deep Structure Prior.
MICCAI (10)
(2023)
Sonia Martinot
,
Nikos Komodakis
,
Maria Vakalopoulou
,
Norbert Bus
,
Charlotte Robert
,
Eric Deutsch
,
Nikos Paragios
Differentiable Gamma Index-Based Loss Functions: Accelerating Monte-Carlo Radiotherapy Dose Simulation.
IPMI
(2023)
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
COMBING: Clustering in Oncology for Mathematical and Biological Identification of Novel Gene Signatures.
IEEE ACM Trans. Comput. Biol. Bioinform.
19 (6) (2022)
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
Cancer Gene Profiling through Unsupervised Discovery.
CoRR
(2021)
Sonia Martinot
,
Norbert Bus
,
Maria Vakalopoulou
,
Charlotte Robert
,
Eric Deutsch
,
Nikos Paragios
High-Particle Simulation of Monte-Carlo Dose Distribution with 3D ConvLSTMs.
MICCAI (4)
(2021)
Alexandre Carré
,
Eric Deutsch
,
Charlotte Robert
Automatic Brain Tumor Segmentation with a Bridge-Unet Deeply Supervised Enhanced with Downsampling Pooling Combination, Atrous Spatial Pyramid Pooling, Squeeze-and-Excitation and EvoNorm.
BrainLes@MICCAI (2)
(2021)
Théo Estienne
,
Maria Vakalopoulou
,
Enzo Battistella
,
Alexandre Carré
,
Théophraste Henry
,
Marvin Lerousseau
,
Charlotte Robert
,
Nikos Paragios
,
Eric Deutsch
Deep learning based registration using spatial gradients and noisy segmentation labels.
CoRR
(2020)
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
Deep Learning-Based Concurrent Brain Registration and Tumor Segmentation.
Frontiers Comput. Neurosci.
14 (2020)
Théophraste Henry
,
Alexandre Carre
,
Marvin Lerousseau
,
Théo Estienne
,
Charlotte Robert
,
Nikos Paragios
,
Eric Deutsch
Brain tumor segmentation with self-ensembled, deeply-supervised 3D U-net neural networks: a BraTS 2020 challenge solution.
CoRR
(2020)
Théophraste Henry
,
Alexandre Carré
,
Marvin Lerousseau
,
Théo Estienne
,
Charlotte Robert
,
Nikos Paragios
,
Eric Deutsch
Brain Tumor Segmentation with Self-ensembled, Deeply-Supervised 3D U-Net Neural Networks: A BraTS 2020 Challenge Solution.
BrainLes@MICCAI (1)
(2020)
Théo Estienne
,
Maria Vakalopoulou
,
Enzo Battistella
,
Alexandre Carré
,
Théophraste Henry
,
Marvin Lerousseau
,
Charlotte Robert
,
Nikos Paragios
,
Eric Deutsch
Deep Learning Based Registration Using Spatial Gradients and Noisy Segmentation Labels.
MICCAI (Challenges)
(2020)
Enzo Battistella
,
Maria Vakalopoulou
,
Théo Estienne
,
Marvin Lerousseau
,
Roger Sun
,
Charlotte Robert
,
Nikos Paragios
,
Eric Deutsch
Gene Expression High-Dimensional Clustering Towards a Novel, Robust, Clinically Relevant and Highly Compact Cancer Signature.
IWBBIO (1)
(2019)
Théo Estienne
,
Maria Vakalopoulou
,
Stergios Christodoulidis
,
Enzo Battistella
,
Marvin Lerousseau
,
Alexandre Carre
,
Guillaume Klausner
,
Roger Sun
,
Charlotte Robert
,
Stavroula G. Mougiakakou
,
Nikos Paragios
,
Eric Deutsch
U-ReSNet: Ultimate Coupling of Registration and Segmentation with Deep Nets.
MICCAI (3)
(2019)
Siddhartha Chandra
,
Maria Vakalopoulou
,
Lucas Fidon
,
Enzo Battistella
,
Théo Estienne
,
Roger Sun
,
Charlotte Robert
,
Eric Deutsch
,
Nikos Paragios
Context Aware 3D CNNs for Brain Tumor Segmentation.
BrainLes@MICCAI (2)
(2018)