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Charlotte Robert
Charlotte Robert
Gustave Roussy, Villejuif
Verified email at gustaveroussy.fr
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Cited by
Cited by
Year
Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge
S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ...
arXiv preprint arXiv:1811.02629, 2018
11402018
A radiomics approach to assess tumour-infiltrating CD8 cells and response to anti-PD-1 or anti-PD-L1 immunotherapy: an imaging biomarker, retrospective multicohort study
R Sun, EJ Limkin, M Vakalopoulou, L Dercle, S Champiat, SR Han, ...
The Lancet Oncology 19 (9), 1180-1191, 2018
6512018
LIFEx: a freeware for radiomic feature calculation in multimodality imaging to accelerate advances in the characterization of tumor heterogeneity
C Nioche, F Orlhac, S Boughdad, S Reuzé, J Goya-Outi, C Robert, ...
Cancer research 78 (16), 4786-4789, 2018
5712018
Promises and challenges for the implementation of computational medical imaging (radiomics) in oncology
EJ Limkin, R Sun, L Dercle, EI Zacharaki, C Robert, S Reuzé, ...
Annals of Oncology 28 (6), 1191-1206, 2017
4562017
A review of the use and potential of the GATE Monte Carlo simulation code for radiation therapy and dosimetry applications
D Sarrut, M Bardiès, N Boussion, N Freud, S Jan, JM Létang, G Loudos, ...
Medical physics 41 (6Part1), 064301, 2014
4382014
Prediction of cervical cancer recurrence using textural features extracted from 18F-FDG PET images acquired with different scanners
S Reuzé, F Orlhac, C Chargari, C Nioche, E Limkin, F Riet, A Escande, ...
Oncotarget 8 (26), 43169, 2017
1142017
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), 1-15, 2020
1002020
Monte Carlo calculations of positron emitter yields in proton radiotherapy
E Seravalli, C Robert, J Bauer, F Stichelbaut, C Kurz, J Smeets, CVN Ty, ...
Physics in Medicine & Biology 57 (6), 1659, 2012
872012
Predictive and prognostic value of CT based radiomics signature in locally advanced head and neck cancers patients treated with concurrent chemoradiotherapy or bioradiotherapy …
D Ou, P Blanchard, S Rosellini, A Levy, F Nguyen, RTH Leijenaar, ...
Oral oncology 71, 150-155, 2017
822017
Radiomics in nuclear medicine applied to radiation therapy: methods, pitfalls, and challenges
S Reuzé, A Schernberg, F Orlhac, R Sun, C Chargari, L Dercle, E Deutsch, ...
International Journal of Radiation Oncology* Biology* Physics 102 (4), 1117-1142, 2018
782018
The complexity of tumor shape, spiculatedness, correlates with tumor radiomic shape features
EJ Limkin, S Reuzé, A Carré, R Sun, A Schernberg, A Alexis, E Deutsch, ...
Scientific reports 9 (1), 1-12, 2019
632019
U-ReSNet: Ultimate coupling of registration and segmentation with deep nets
T Estienne, M Vakalopoulou, S Christodoulidis, E Battistela, ...
International conference on medical image computing and computer-assisted …, 2019
412019
A freeware for tumor heterogeneity characterization in PET, SPECT, CT, MRI and US to accelerate advances in radiomics
C Nioche, F Orlhac, S Boughdad, S Reuze, M Soussan, C Robert, ...
Journal of Nuclear Medicine 58 (supplement 1), 1316-1316, 2017
402017
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
392020
Deep learning-based concurrent brain registration and tumor segmentation
T Estienne, M Lerousseau, M Vakalopoulou, E Alvarez Andres, ...
Frontiers in computational neuroscience, 17, 2020
332020
Context aware 3D CNNs for brain tumor segmentation
S Chandra, M Vakalopoulou, L Fidon, E Battistella, T Estienne, R Sun, ...
International MICCAI Brainlesion Workshop, 299-310, 2018
332018
Simulation-based evaluation and optimization of a new CdZnTe gamma-camera architecture (HiSens)
C Robert, G Montémont, V Rebuffel, I Buvat, L Guérin, L Verger
Physics in Medicine & Biology 55 (9), 2709, 2010
322010
Radiomics to predict outcomes and abscopal response of patients with cancer treated with immunotherapy combined with radiotherapy using a validated signature of CD8 cells
R Sun, N Sundahl, M Hecht, F Putz, A Lancia, A Rouyar, M Milic, A Carré, ...
Journal for immunotherapy of cancer 8 (2), 2020
282020
A score combining baseline neutrophilia and primary tumor SUVpeak measured from FDG PET is associated with outcome in locally advanced cervical cancer
A Schernberg, S Reuze, F Orlhac, I Buvat, L Dercle, R Sun, E Limkin, ...
European journal of nuclear medicine and molecular imaging 45 (2), 187-195, 2018
282018
PET-based dose delivery verification in proton therapy: a GATE based simulation study of five PET system designs in clinical conditions
C Robert, N Fourrier, D Sarrut, S Stute, P Gueth, L Grevillot, I Buvat
Physics in Medicine & Biology 58 (19), 6867, 2013
282013
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