|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
|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
|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
|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
|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
|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
|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
|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
|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
|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
|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
|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
|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
|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
|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
|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
|Deep learning-based concurrent brain registration and tumor segmentation|
T Estienne, M Lerousseau, M Vakalopoulou, E Alvarez Andres, ...
Frontiers in computational neuroscience, 17, 2020
|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
|Relationships between regional radiation doses and cognitive decline in children treated with cranio-spinal irradiation for posterior fossa tumors|
E Doger de Speville, C Robert, M Perez-Guevara, A Grigis, S Bolle, ...
Frontiers in oncology 7, 166, 2017
|Optimization of a parallel hole collimator/CdZnTe gamma‐camera architecture for scintimammography|
C Robert, G Montémont, V Rebuffel, L Verger, I Buvat
Medical Physics 38 (4), 1806-1819, 2011