RS
Roger Sun
RadiotherapyRadiomicsradiotherapyimmunotherapyImmunotherapyNeoplasmsbrachytherapyBrachytherapyLung Neoplasmsradiomics
On Valency
published · living versionsW_ctyr365s·v1 · currentpublished
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
with Spyridon Bakas, Mauricio Reyes, Andras Jakab, Stefan Bauer +422
1 version
Preprints & journals
70 papers in the corpus · 2014–2026Deep Systemic Response in Muscle-invasive Bladder Cancer: Is Radical Cystectomy Still Necessary?42020285 · Sun, Xu-Shan, Boustani, Jihane, Sun, Roger2026 · 0 citationsEuropean urology oncology. 2026
PET Imaging in Head and Neck Squamous Cell Carcinoma: from Staging to Response Assessment.41661435 · Beddok, Arnaud, Prendergast, Conor M, Seban, Romain-David et al.2026 · 0 citationsCurrent oncology reports. 2026;28(1):13
Integration of white matter tracts in stereotactic brain radiotherapy treatment planning with a fully automated atlas-based pipeline.41456562 · Bockel, Sophie, El Aichi, Mohammed, Sun, Roger et al.2026 · 1 citationComputers in biology and medicine. 2026;201:111417
Towards a personalized utilization of stereotactic body radiotherapy for the management of liver metastases in solid tumors.41175290 · Laurent, Pierre-Antoine, Ka, Kanta, Roulleaux Dugage, Matthieu et al.2025 · 1 citationCancer metastasis reviews. 2025;44(4):81
Radioimmunotherapy for lung and head and neck cancers: A comparative review of clinical trial results and sequencing strategies.40886485 · Lavigne, Danny, Tao, Yungan, Péchoux, Cecile Le et al.2025 · 6 citationsCancer treatment reviews. 2025;140:103017
At-home 1-week hydration improves tolerance and treatment intensity of high-dose cisplatin in locally advanced head and neck cancer: a retrospective study.40457072 · Billard-Sandu, Camelia, Cabulca, Andreea, Rassy, Elie et al.2025 · 0 citationsSupportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer. 2025;33(6):530
Deep learning for malignant lymph node segmentation and detection: a review.40356919 · Wu, Wenxia, Laville, Adrien, Deutsch, Eric et al.2025 · 8 citationsFrontiers in immunology. 2025;16:1526518
Monocyte-lineage tumor infiltration predicts immunoradiotherapy response in advanced pretreated soft-tissue sarcoma: phase 2 trial results.40097400 · Levy, Antonin, Morel, Daphné, Texier, Matthieu et al.2025 · 16 citationsSignal transduction and targeted therapy. 2025;10(1):103
Low-dose irradiation of the gut improves the efficacy of PD-L1 blockade in metastatic cancer patients.40068595 · Chen, Jianzhou, Levy, Antonin, Tian, Ai-Ling et al.2025 · 65 citationsCancer cell. 2025;43(3):361-379.e10
Implementation of 3D image-guided brachytherapy for penile cancer: Impact of urethral dose on long-term morbidity.40057399 · Achkar, Samir, Bachir, Mouhamadou, Bourdais, Rémi et al.2025 · 4 citationsBrachytherapy. 2025;24(3):395-403
Head and neck automatic multi-organ segmentation on Dual-Energy Computed Tomography.39803347 · Lê, Anh Thu, Sambourg, Killian, Sun, Roger et al.2025 · 2 citationsPhysics and imaging in radiation oncology. 2024;32:100654
Automatic gross tumor volume segmentation with failure detection for safe implementation in locally advanced cervical cancer.38912007 · Rouhi, Rahimeh, Niyoteka, Stéphane, Carré, Alexandre et al.2024 · 9 citationsPhysics and imaging in radiation oncology. 2024;30:100578
An international phase II trial and immune profiling of SBRT and atezolizumab in advanced pretreated colorectal cancer.38519913 · Levy, Antonin, Morel, Daphné, Texier, Matthieu et al.2024 · 36 citationsMolecular cancer. 2024;23(1):61
Integrating Artificial Intelligence and PET Imaging for Drug Discovery: A Paradigm Shift in Immunotherapy.38399425 · McGale, Jeremy P, Howell, Harrison J, Beddok, Arnaud et al.2024 · 16 citationsPharmaceuticals (Basel, Switzerland). 2024;17(2)
Artificial Intelligence and Radiomics: Clinical Applications for Patients with Advanced Melanoma Treated with Immunotherapy.37835808 · McGale, Jeremy, Hama, Jakob, Yeh, Randy et al.2023 · 17 citationsDiagnostics (Basel, Switzerland). 2023;13(19)
A common [18F]-FDG PET radiomic signature to predict survival in patients with HPV-induced cancers.37632562 · Niyoteka, Stephane, Seban, Romain-David, Rouhi, Rahimeh et al.2023 · 6 citationsEuropean journal of nuclear medicine and molecular imaging. 2023;50(13):4010-4023
Locoregional Treatment in Patients With Metastatic Cervical Cancer: Benefit of Dose Escalation Strategies.37586615 · Laville, Adrien, Ka, Kanta, El-Ayachi, Radouane et al.2023 · 7 citationsInternational journal of radiation oncology, biology, physics. 2024;118(1):192-202
Benefit of medial retropharyngeal nodal region sparing in nasopharyngeal carcinoma patients: the final answer?37211952 · Sun, Roger, Blanchard, Pierre2023 · 2 citationsAsia-Pacific journal of clinical oncology. 2023;19(6):579-580
Emerging and Evolving Concepts in Cancer Immunotherapy Imaging.36803004 · Dercle, Laurent, Sun, Shawn, Seban, Romain-David et al.2023 · 11 citationsRadiology. 2023;306(3):e239003
Emerging and Evolving Concepts in Cancer Immunotherapy Imaging.36472538 · Dercle, Laurent, Sun, Shawn, Seban, Romain-David et al.2022 · 61 citationsRadiology. 2023;306(1):32-46
Image-guided adaptive brachytherapy for advanced cervical cancer spreading to the bladder and/or rectum: Clinical outcome and prognostic factors.36370612 · Ka, Kanta, Laville, Adrien, Rassy, Elie et al.2022 · 2 citationsGynecologic oncology. 2023;168:32-38
COMBING: Clustering in Oncology for Mathematical and Biological Identification of Novel Gene Signatures.34714749 · Battistella, Enzo, Vakalopoulou, Maria, Sun, Roger et al.2023 · 6 citationsIEEE/ACM transactions on computational biology and bioinformatics. 2022;19(6):3317-3331
Investigation of radiomics based intra-patient inter-tumor heterogeneity and the impact of tumor subsampling strategies.36241749 · Henry, T, Sun, R, Lerousseau, M et al.2022 · 32 citationsScientific reports. 2022;12(1):17244
Radiomics to evaluate interlesion heterogeneity and to predict lesion response and patient outcomes using a validated signature of CD8 cells in advanced melanoma patients treated with anti-PD1 immunotherapy.36307149 · Sun, Roger, Lerousseau, Marvin, Briend-Diop, Jade et al.2022 · 31 citationsJournal for immunotherapy of cancer. 2022;10(10)
AutoComBat: a generic method for harmonizing MRI-based radiomic features.35882891 · Carré, Alexandre, Battistella, Enzo, Niyoteka, Stephane et al.2022 · 24 citationsScientific reports. 2022;12(1):12762
Imaging approaches and radiomics: toward a new era of ultraprecision radioimmunotherapy?35793875 · Sun, Roger, Henry, Théophraste, Laville, Adrien et al.2022 · 42 citationsJournal for immunotherapy of cancer. 2022;10(7)
Ellipsoid calculations versus manual tumor delineations for glioblastoma tumor volume evaluation.35732848 · Le Fèvre, Clara, Sun, Roger, Cebula, Hélène et al.2022 · 27 citationsScientific reports. 2022;12(1):10502
Preliminary report on harmonization of features extraction process using the ComBat tool in the multi-center "Blue Sky Radiomics" study on stage III unresectable NSCLC.35254525 · Cabini, Raffaella Fiamma, Brero, Francesca, Lancia, Andrea et al.2022 · 9 citationsInsights into imaging. 2022;13(1):38
Brachytherapy for the Conservative Treatment of Female Peri-Urethral Carcinoma.35159114 · Andraud, Mickaël, Kissel, Manon, Sun, Roger et al.2022 · 2 citationsCancers. 2022;14(3)
[Impact of a positive coronavirus diagnostic test on the radiotherapy patient journey at Gustave-Roussy institute].35190250 · Chiesa, V, Sun, R, Brusadin, G et al.2022 · 0 citationsCancer radiotherapie : journal de la Societe francaise de radiotherapie oncologique. 2022;26(4):563-569
[Artificial intelligence and medical imaging].34782120 · Sun, Roger, Deutsch, Eric, Fournier, Laure2022 · 11 citationsBulletin du cancer. 2022;109(1):83-88
[Artificial intelligence, radiomics and pathomics to predict response and survival of patients treated with radiations].34284970 · Sun, R, Lerousseau, M, Henry, T et al.2021 · 9 citationsCancer radiotherapie : journal de la Societe francaise de radiotherapie oncologique. 2021;25(6-7):630-637
Weakly supervised pan-cancer segmentation tool2105.04269v1 · Marvin Lerousseau, Marion Classe, Enzo Battistella et al.2021 · 10 citationsarXiv
Pulsed Dose Rate Brachytherapy of Lip Carcinoma: Clinical Outcome and Quality of Life Analysis.33808535 · El Ayachy, Radouane, Sun, Roger, Ka, Kanta et al.2021 · 11 citationsCancers. 2021;13(6)
Image-Guided Brachytherapy for Salvage Reirradiation: A Systematic Review.33799617 · Bockel, Sophie, Espenel, Sophie, Sun, Roger et al.2021 · 34 citationsCancers. 2021;13(6)
Systematic Screening of COVID-19 Disease Based on Chest CT and RT-PCR for Cancer Patients Undergoing Radiation Therapy in a Coronavirus French Hotspot.33609591 · Sun, Roger, Achkar, Samir, Ammari, Samy et al.2021 · 9 citationsInternational journal of radiation oncology, biology, physics. 2021;110(4):947-956
Cancer Gene Profiling through Unsupervised Discovery2102.07713v1 · Enzo Battistella, Maria Vakalopoulou, Roger Sun et al.2021 · 3 citationsarXiv
Prospective development and validation of a liquid immune profile-based signature (LIPS) to predict response of patients with recurrent/metastatic cancer to immune checkpoint inhibitors.33593828 · Zhou, Jian-Guo, Donaubauer, Anna-Jasmina, Frey, Benjamin et al.2022 · 63 citationsJournal for immunotherapy of cancer. 2021;9(2)
Optimization of Patient Management During the COVID-19 Pandemic: Chest CT Scan and PCR as Gatekeepers of the Radiation Therapy Workflow.33312944 · Sun, Roger, Ammari, Samy, Bockel, Sophie et al.2024 · 4 citationsFrontiers in oncology. 2020;10:556334
Radiomics to predict outcomes and abscopal response of patients with cancer treated with immunotherapy combined with radiotherapy using a validated signature of CD8 cells.33188037 · Sun, Roger, Sundahl, Nora, Hecht, Markus et al.2021 · 94 citationsJournal for immunotherapy of cancer. 2020;8(2)
33518226 · Sun, R, Ammari, S, Achkar, S et al.2021 · 0 citationsCancer radiotherapie : journal de la Societe francaise de radiotherapie oncologique. 2020;24(6-7):770-771
Determinants of the outcomes of patients with cancer infected with SARS-CoV-2: results from the Gustave Roussy cohort.35121871 · Albiges, Laurence, Foulon, Stéphanie, Bayle, Arnaud et al.2022 · 115 citationsNature cancer. 2020;1(10):965-975
[Treatment of primary disease for synchronous metastatic prostate cancer].32855028 · Laville, A, Coutte, A, Blanchard, P et al.2020 · 3 citationsCancer radiotherapie : journal de la Societe francaise de radiotherapie oncologique. 2020;24(6-7):547-553
Prospective development and validation of a liquid immune profile-based signature (LIPS) to predict response of metastatic cancer patients to immune checkpoint inhibitors10.1101/2020.08.03.20167163v2 · Zhou, J., Donaubauer, A.-J., Frey, B. et al.2020 · 1 citationmedRxiv
Dose escalation phase 1 study of radiotherapy in combination with anti-cytotoxic-T-lymphocyte-associated antigen 4 monoclonal antibody ipilimumab in patients with metastatic melanoma.32819972 · Boutros, Celine, Chaput-Gras, Nathalie, Lanoy, Emilie et al.2021 · 24 citationsJournal for immunotherapy of cancer. 2020;8(2)
Standardization of brain MR images across machines and protocols: bridging the gap for MRI-based radiomics.32704007 · Carré, Alexandre, Klausner, Guillaume, Edjlali, Myriam et al.2020 · 279 citationsScientific reports. 2020;10(1):12340
Combination of DCE-MRI and DWI in Predicting the Treatment Effect of Concurrent Chemoradiotherapy in Esophageal Carcinoma.32626736 · Liu, Changmin, Sun, Roger, Wang, Jing et al.2021 · 10 citationsBioMed research international. 2020;2020:2576563
Radiomics to predict response to immunotherapy: an imminent reality?32447997 · Limkin, Elaine Johanna, Sun, Roger2021 · 8 citationsFuture oncology (London, England). 2020;16(23):1673-1676
Dosimetry-Driven Quality Measure of Brain Pseudo Computed Tomography Generated From Deep Learning for MRI-Only Radiation Therapy Treatment Planning.32417412 · Alvarez Andres, Emilie, Fidon, Lucas, Vakalopoulou, Maria et al.2021 · 43 citationsInternational journal of radiation oncology, biology, physics. 2020;108(3):813-823
Analysis of Systemic Inflammatory Factors and Survival Outcomes in Endometrial Cancer Patients Staged I-III FIGO and Treated with Postoperative External Radiotherapy.32408668 · Holub, Katarzyna, Busato, Fabio, Gouy, Sebastien et al.2024 · 21 citationsJournal of clinical medicine. 2020;9(5)
Career total: 152 works. 70 are in this corpus.Showing the 50 most recent.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.