| 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 | 2165 | 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 | 1064 | 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 | 711 | 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), 12340, 2020 | 233 | 2020 |
| 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 | 128 | 2020 |
| 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 | 118 | 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), 4329, 2019 | 100 | 2019 |
| 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 | 73 | 2020 |
| 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 | 72 | 2019 |
| 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 | 62 | 2020 |
| 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 | 56 | 2020 |
| 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 | 48 | 2021 |
| 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 | 46 | 2019 |
| 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 | 39 | 2020 |
| Emerging and evolving concepts in cancer immunotherapy imaging L Dercle, S Sun, RD Seban, A Mekki, R Sun, L Tselikas, S Hans, ... Radiology 306 (1), 32-46, 2023 | 38 | 2023 |
| 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 | 37 | 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, 187-195, 2018 | 37 | 2018 |
| 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 | 37 | 2017 |
| 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 | 30 | 2018 |
| 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 | 27 | 2016 |
Charlotte RobertGustave Roussy, VillejuifVerified email at gustaveroussy.fr
