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Roger SUN
Roger SUN
Radiation Oncology & Radiomics team, INSERM U1030, Gustave Roussy Cancer Center, Paris
Dirección de correo verificada de gustaveroussy.fr
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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
18402018
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
9382018
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
6332017
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
1962020
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
1242020
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
1022018
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
942019
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
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
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
592020
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
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
352018
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
352017
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
332018
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
282020
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
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
Analysis of systemic inflammatory factors and survival outcomes in endometrial cancer patients staged I-III FIGO and treated with postoperative external radiotherapy
K Holub, F Busato, S Gouy, R Sun, P Pautier, C Genestie, P Morice, ...
Journal of clinical medicine 9 (5), 1441, 2020
222020
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