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Marvin Lerousseau
Marvin Lerousseau
在 mines-paristech.fr 的电子邮件经过验证
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Standardization of brain MR images across machines and protocols: bridging the gap for MRI-based radiomics
A Carré, G Klausner, M Edjlali, M Lerousseau, J Briend-Diop, R Sun, ...
Scientific reports 10 (1), 12340, 2020
2012020
Brain tumor segmentation with self-ensembled, deeply-supervised 3D U-net neural networks: a BraTS 2020 challenge solution
T Henry, A Carré, M Lerousseau, T Estienne, C Robert, N Paragios, ...
International MICCAI Brainlesion Workshop, 327-339, 2020
1022020
Weakly Supervised Multiple Instance Learning Histopathological Tumor Segmentation
M Lerousseau, M Vakalopoulou, M Classe, J Adam, E Battistella, A Carré, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2020
922020
Learning to run a power network challenge for training topology controllers
A Marot, B Donnot, C Romero, B Donon, M Lerousseau, L Veyrin-Forrer, ...
Electric Power Systems Research 189, 106635, 2020
832020
U-ReSNet: Ultimate coupling of registration and segmentation with deep nets
T Estienne, M Vakalopoulou, S Christodoulidis, E Battistela, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
652019
Deep learning-based concurrent brain registration and tumor segmentation
T Estienne, M Lerousseau, M Vakalopoulou, E Alvarez Andres, ...
Frontiers in computational neuroscience 14, 17, 2020
512020
Dosimetry-Driven Quality Measure of Brain Pseudo Computed Tomography Generated From Deep Learning for MRI-Only Radiation Therapy Treatment Planning
EA Andres, L Fidon, M Vakalopoulou, M Lerousseau, A Carré, R Sun, ...
International Journal of Radiation Oncology* Biology* Physics 108 (3), 813-823, 2020
312020
SparseConvMIL: Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification
M Lerousseau, M Vakalopoulou, E Deutsch, N Paragios
MICCAI Workshop on Computational Pathology, 129-139, 2021
192021
Radiomics to evaluate interlesion heterogeneity and to predict lesion response and patient outcomes using a validated signature of CD8 cells in advanced melanoma patients …
R Sun, M Lerousseau, J Briend-Diop, E Routier, S Roy, T Henry, K Ka, ...
Journal for Immunotherapy of Cancer 10 (10), 2022
152022
Giga-SSL: Self-Supervised Learning for Gigapixel Images
T Lazard, M Lerousseau, E Decencière, T Walter
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
142023
Pitfalls in machine learning‐based assessment of tumor‐infiltrating lymphocytes in breast cancer: A report of the International Immuno‐Oncology Biomarker Working Group on …
J Thagaard, G Broeckx, DB Page, CA Jahangir, S Verbandt, Z Kos, ...
The Journal of pathology 260 (5), 498-513, 2023
132023
Deep learning based registration using spatial gradients and noisy segmentation labels
T Estienne, M Vakalopoulou, E Battistella, A Carré, T Henry, ...
Segmentation, Classification, and Registration of Multi-modality Medical …, 2021
132021
Spatial analyses of immune cell infiltration in cancer: current methods and future directions: A report of the International Immuno‐Oncology Biomarker Working Group on Breast …
DB Page, G Broeckx, CA Jahangir, S Verbandt, RR Gupta, J Thagaard, ...
The Journal of pathology 260 (5), 514-532, 2023
122023
Investigation of radiomics based intra-patient inter-tumor heterogeneity and the impact of tumor subsampling strategies
T Henry, R Sun, M Lerousseau, T Estienne, C Robert, B Besse, C Robert, ...
Scientific Reports 12 (1), 17244, 2022
112022
Perspectives in pathomics in head and neck cancer
M Classe, M Lerousseau, JY Scoazec, E Deutsch
Current Opinion in Oncology 33 (3), 175-183, 2021
112021
Multimodal brain tumor classification
M Lerousseau, E Deutsch, N Paragios
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2021
112021
Top 10 BraTS 2020 challenge solution: brain tumor segmentation with self-ensembled, deeply-supervised 3D-Unet like neural networks
T Henry, A Carre, M Lerousseau, T Estienne, C Robert, N Paragios, ...
arXiv preprint arXiv:2011.01045, 1-14, 2020
112020
Gene expression high-dimensional clustering towards a novel, robust, clinically relevant and highly compact cancer signature
E Battistella, M Vakalopoulou, T Estienne, M Lerousseau, R Sun, ...
Bioinformatics and Biomedical Engineering: 7th International Work-Conference …, 2019
92019
Weakly supervised pan-cancer segmentation tool
M Lerousseau, M Classe, E Battistella, T Estienne, T Henry, A Leroy, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2021
82021
Artificial intelligence, radiomics and pathomics to predict response and survival of patients treated with radiations
R Sun, M Lerousseau, T Henry, A Carré, A Leroy, T Estienne, S Niyoteka, ...
Cancer Radiotherapie: Journal de la Societe Francaise de Radiotherapie …, 2021
8*2021
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