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Picture for Marvin Lerousseau

Marvin Lerousseau

Université Paris-Saclay, CentraleSupélec, Mathématiques et Informatique pour la Complexité et les Systèmes, Inria Saclay, Université Paris-Saclay, Institut Gustave Roussy, Inserm, Radiothérapie Moléculaire et Innovation Thérapeutique

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 

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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 

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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


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


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


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Design and implementation of an environment for Learning to Run a Power Network (L2RPN)


Apr 06, 2021
Marvin Lerousseau


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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


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Top 10 BraTS 2020 challenge solution: Brain tumor segmentation with self-ensembled, deeply-supervised 3D-Unet like neural networks


Oct 30, 2020
Theophraste Henry, Alexandre Carre, Marvin Lerousseau, Theo Estienne, Charlotte Robert, Nikos Paragios, Eric Deutsch

* BraTS 2020 proceedings (LNCS) paper 

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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 

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Multimodal brain tumor classification


Sep 03, 2020
Marvin Lerousseau, Eric Deutsh, Nikos Paragios


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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 

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