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Roger SUN
Roger SUN
Radiation Oncology & Radiomics team, INSERM U1030, Gustave Roussy Cancer Center, Paris
Verified email at gustaveroussy.fr
Title
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
17412018
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
8942018
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
6152017
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
1732020
Determinants of the outcomes of patients with cancer infected with SARS-CoV-2: results from the Gustave Roussy cohort
L Albiges, S Foulon, A Bayle, B Gachot, F Pommeret, C Willekens, ...
Nature Cancer 1 (10), 965-975, 2020
1222020
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
1012018
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), 4329, 2019
912019
Abstract CT403: Outcome of cancer patients infected with COVID-19, including toxicity of cancer treatments
F Barlesi, S Foulon, A Bayle, B Gachot, F Pommeret, C Willekens, ...
Cancer Research 80 (16_Supplement), CT403-CT403, 2020
622020
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
602019
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
562020
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
492020
Context aware 3D CNNs for brain tumor segmentation
S Chandra, M Vakalopoulou, L Fidon, E Battistella, T Estienne, R Sun, ...
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2019
432019
Prospective development and validation of a liquid immune profile-based signature (LIPS) to predict response of patients with recurrent/metastatic cancer to immune checkpoint …
JG Zhou, AJ Donaubauer, B Frey, I Becker, S Rutzner, M Eckstein, R Sun, ...
Journal for Immunotherapy of Cancer 9 (2), 2021
412021
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, 187-195, 2018
342018
Baseline lymphopenia should not be used as exclusion criteria in early clinical trials investigating immune checkpoint blockers (PD-1/PD-L1 inhibitors)
R Sun, S Champiat, L Dercle, S Aspeslagh, E Castanon, EJ Limkin, ...
European Journal of Cancer 84, 202-211, 2017
342017
Does smoking alter the mutation profile of human papillomavirus–driven head and neck cancers?
H Mirghani, L Lacroix, C Rossoni, R Sun, A Aupérin, O Casiraghi, ...
European Journal of Cancer 94, 61-69, 2018
312018
Locally advanced cervical cancer with bladder invasion: clinical outcomes and predictive factors for vesicovaginal fistulae
R Sun, I Koubaa, EJ Limkin, I Dumas, E Bentivegna, E Castanon, S Gouy, ...
Oncotarget 9 (10), 9299, 2018
282018
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
252020
In Regard to Mattonen et al
R Sun, F Orlhac, C Robert, S Reuzé, A Schernberg, I Buvat, E Deutsch, ...
International journal of radiation oncology, biology, physics 95 (5), 1544-1545, 2016
252016
First French experiences of total body irradiations using helical TomoTherapy®
R Sun, X Cuenca, R Itti, SN Quoc, JP Vernant, JJ Mazeron, C Jenny, ...
Cancer/Radiothérapie 21 (5), 365-372, 2017
212017
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