CR
Charlotte Robert
RadiotherapyRadiomicsRadiothérapieArtificial intelligenceBrain NeoplasmsMonte Carlo MethodRadiotherapy Planning, Computer-AssistedImmunotherapyNeoplasmsradiotherapy
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
81 papers in the corpus · 2010–2026Context-Dependent Radioenhancement by Platinum Nanoparticles Under Conventional and Ultra-High Dose-Rate "FLASH" Radiotherapy.42816461 · Schott, Cathyanne, Feghali, Foutina, Gerbé de Thoré, Marine et al.2026 · 0 citationsSmall (Weinheim an der Bergstrasse, Germany). 2026:e75792
The return of the adult thymus in radiation oncology?42665454 · Levy, A, Morel, D, Meziani, L et al.2026 · 0 citationsAnnals of oncology : official journal of the European Society for Medical Oncology. 2026;37(10):1322-1324
Radon inhalation reduces LPS-induced pneumonia symptoms in mice and promotes immunosuppression in the lung.42603617 · Meziani, Lydia, Lerchl, Sylvie, Bouarroudj, Lisa et al.2026 · 1 citationRadiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology. 2026;223:111744
Assessment of experimental values of effective energies and beam quality correction factors for out-of-field dosimetry in external beam radiotherapy using radiophotoluminescent glass dosimeters.42419350 · M'Hamdi, Meïssane, Maury, Pauline, Aydin, Mesut et al.2026 · 0 citationsBiomedical physics & engineering express. 2026;12(4)
Influence of Fractionation and Beam Sequencing on Absorbed Dose to Circulating Lymphocytes During Ultra-High Dose Rate and Conventional Radiotherapy: An In Silico Study.42467876 · de Kermenguy, François, Satragno, Camilla, El-Aichi, Mohammed et al.2026 · 0 citationsJCO clinical cancer informatics. 2026;10(3):e2600091
Enhancing heart and lung dose reconstruction in breast cancer radiotherapy using publicly available out-of-field dose profiles.42341549 · Diallo, Ibrahima, Balde, Mamadou Hady, Letort, Véronique et al.2026 · 0 citationsPhysica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB). 2026;148:105848
Standardizing MRI-only radiotherapy commissioning: Benchmark dataset and acceptance levels from the MESCAL initiative.41980670 · Cusumano, Davide, Maspero, Matteo, Vellini, Luca et al.2026 · 0 citationsRadiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology. 2026;219:111530
Methodology for simulating x-ray sources of computed tomography systems using GATE 10 without manufacturer data.41843992 · Lê, Anh Thu, Raymond, Gaëtan, Sidibé, Rékia et al.2026 · 0 citationsPhysics in medicine and biology. 2026;71(7)
AID-RT: Standardising Artificial Intelligence Documentation in RadioTherapy with a domain-specific model card.41858751 · Barragán-Montero, Ana M, Huet-Dastarac, Margerie, Herranz-Hernández, Silvia M et al.2026 · 3 citationsPhysics and imaging in radiation oncology. 2026;38:100940
Comparative analysis of artificial intelligence-based contouring of cardiac substructures on computed tomography scans for radiation therapy.41782902 · Moignier, Alexandra, Perennec, Tanguy, Prangères, Elise et al.2026 · 1 citationPhysics and imaging in radiation oncology. 2026;38:100935
Performance evaluation of EBT3, EBT-XD, and OrthoChromic OC-1 films for reference dosimetry in Ultra-High dose rate electron beams radiotherapy.41518781 · Schott, Cathyanne, Said-Mansour, Imane, Maury, Pauline et al.2026 · 2 citationsPhysica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB). 2026;142:105723
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
Validation of DICOM extraction and Structuration Toolkit (DEST) for automated extraction and structuration of radiotherapy data for large-scale analysis.41241989 · Diallo, Ibrahima, Balde, Mamadou Hady, Do, Duyen et al.2025 · 1 citationPhysica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB). 2025;140:105215
Radiotherapy guidelines for gliomas: 2025 update.41273888 · Antoni, Delphine, Mesny, Emmanuel, El Kabbaj, Osman et al.2025 · 1 citationCancer radiotherapie : journal de la Societe francaise de radiotherapie oncologique. 2025;29(7-8):104774
RadioTransNet: Preclinical research network coordinated by the Société française de radiothérapie oncologique and Société française de physique médicale, 2025 update.41289931 · Bayart, Émilie, Benderitter, Marc, Boussin, François et al.2025 · 0 citationsCancer radiotherapie : journal de la Societe francaise de radiotherapie oncologique. 2025;29(7-8):104764
GAN-based standardization of MR images: a promising approach for the development of multicentre radiomic models.40695315 · Niyoteka, Stéphane, Rouhi, Rahimeh, Laurent, Pierre-Antoine et al.2025 · 0 citationsPhysics in medicine and biology. 2025;70(18)
Radiation-Induced Lymphopenia: From Mathematical Modeling Toward Mechanistic Learning.40763901 · de Kermenguy, François, Morel, Daphné, El-Aichi, Mohammed et al.2026 · 14 citationsInternational journal of radiation oncology, biology, physics. 2026;124(2):465-483
Last vertex splitting: a new retroactive Monte Carlo splitting technique applied to LINAC out-of-field dose computation.40680765 · Jacquet, Maxime, Michel Létang, Jean, Baudier, Thomas et al.2025 · 1 citationPhysics in medicine and biology. 2025;70(15)
Low-dose radiotherapy enhances the efficacy of PD-L1 blockade and induces the abscopal effect.40588370 · Laurent, Pierre-Antoine, Shi, Liu, Bouarroudj, Lisa et al.2025 · 16 citationsJournal for immunotherapy of cancer. 2025;13(6)
Commissioning and performance evaluation of the new electron UHDR FLASHKNiFE® system for FLASH radiation therapy.40460760 · Colnot, Julie, Mansour, Imane Said, Schott, Cathyanne et al.2025 · 4 citationsPhysica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB). 2025;135:105014
Impact of health simulation with OSCE on the acquisition of radiotherapy competencies by RTT students.40378646 · Corbin, S, Laborne, F-X, Robert, C et al.2025 · 0 citationsRadiography (London, England : 1995). 2025;31(4):102975
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
Artificial intelligence and radiotherapy: Evolution or revolution?39406605 · Robert, Charlotte, Meyer, Philippe, Séroussi, Brigitte et al.2024 · 9 citationsCancer radiotherapie : journal de la Societe francaise de radiotherapie oncologique. 2024;28(6-7):503-509
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
Theragnostic Gadolinium-Based Nanoparticles Safely Augment X-ray Radiation Effects in Patients with Cervical Cancer.38912600 · Chargari, Cyrus, Maury, Pauline, Texier, Matthieu et al.2024 · 42 citationsACS nano. 2024;18(26):16516-16529
Challenges and opportunities in the development and clinical implementation of artificial intelligence based synthetic computed tomography for magnetic resonance only radiotherapy.38885905 · Villegas, Fernanda, Dal Bello, Riccardo, Alvarez-Andres, Emilie et al.2024 · 32 citationsRadiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology. 2024;198:110387
Translational Frontiers and Clinical Opportunities of Immunologically Fitted Radiotherapy.38477824 · Morel, Daphné, Robert, Charlotte, Paragios, Nikos et al.2024 · 24 citationsClinical cancer research : an official journal of the American Association for Cancer Research. 2024;30(11):2317-2332
On the acceptance, commissioning, and quality assurance of electron FLASH units.38827455 · Palmiero, Allison, Liu, Kevin, Colnot, Julie et al.2025 · 27 citationsArXiv. 2024
GuidedRec: Guiding Ill-Posed Unsupervised Volumetric Recovery2405.11977v1 · Alexandre Cafaro, Amaury Leroy, Guillaume Beldjoudi et al.2024 · 0 citationsarXiv
LymphoDose: a lymphocyte dose estimation framework-application to brain radiotherapy.38593817 · de Kermenguy, François, Benzazon, Nathan, Maury, Pauline et al.2024 · 20 citationsPhysics in medicine and biology. 2024;69(10)
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
Radiation Doses Received by Major Organs at Risk in Children and Young Adolescents Treated for Cancer with External Beam Radiation Therapy: A Large-scale Study from 12 European Countries.38582233 · Diallo, Ibrahima, Allodji, Rodrigue S, Veres, Cristina et al.2024 · 3 citationsInternational journal of radiation oncology, biology, physics. 2024;120(2):439-453
Deep-Learning for Rapid Estimation of the Out-of-Field Dose in External Beam Photon Radiation Therapy - A Proof of Concept.38554830 · Benzazon, Nathan, Carré, Alexandre, de Kermenguy, François et al.2024 · 11 citationsInternational journal of radiation oncology, biology, physics. 2024;120(1):253-264
Redefining the role of pulsed-dose-rate brachytherapy in cervical cancer treatment using a preplanned approach.38105154 · Annede, Pierre, Robert, Charlotte, Espenel, Sophie et al.2024 · 4 citationsBrachytherapy. 2024;23(2):107-114
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
Analytical models for external photon beam radiotherapy out-of-field dose calculation: a scoping review.37228501 · Benzazon, Nathan, Colnot, Julie, de Kermenguy, François et al.2025 · 12 citationsFrontiers in oncology. 2023;13:1197079
Clinical transfer of AGuIX®-based radiation treatments for locally advanced cervical cancer: MR quantification and in vitro insights in the NANOCOL clinical trial framework.37084803 · Maury, Pauline, Mondini, Michele, Chargari, Cyrus et al.2023 · 18 citationsNanomedicine : nanotechnology, biology, and medicine. 2023;50:102676
Radio-induced lymphopenia in the era of anti-cancer immunotherapy.37438014 · de Kermenguy, François, Meziani, Lydia, Mondini, Michele et al.2023 · 33 citationsInternational review of cell and molecular biology. 2023;378:1-30
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
Quantitative assessment of radionuclide production yields in in-beam and offline PET measurements at different proton irradiation facilities.35724648 · Bauer, Julia, Hildebrandt, Meret, Baumgartl, Michael et al.2022 · 2 citationsPhysics in medicine and biology. 2022;67(15)
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)
Clinical implementation of deep-learning based auto-contouring tools-Experience of three French radiotherapy centers.34389243 · Robert, C, Munoz, A, Moreau, D et al.2021 · 39 citationsCancer radiotherapie : journal de la Societe francaise de radiotherapie oncologique. 2021;25(6-7):607-616
[Precision medicine and immuno-radiotherapy].34391650 · Chargari, C, Robert, C, Genestie, C et al.2021 · 0 citationsCancer radiotherapie : journal de la Societe francaise de radiotherapie oncologique. 2021;25(6-7):570-575
[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
Development of a Machine Learning Classifier Based on Radiomic Features Extracted From Post-Contrast 3D T1-Weighted MR Images to Distinguish Glioblastoma From Solitary Brain Metastasis.34327133 · de Causans, Alix, Carré, Alexandre, Roux, Alexandre et al.2022 · 22 citationsFrontiers in oncology. 2021;11:638262
Automation in radiotherapy treatment planning: Examples of use in clinical practice and future trends for a complete automated workflow.34175222 · Meyer, P, Biston, M-C, Khamphan, C et al.2021 · 39 citationsCancer radiotherapie : journal de la Societe francaise de radiotherapie oncologique. 2021;25(6-7):617-622
Artificial intelligence for quality assurance in radiotherapy.34176724 · Simon, L, Robert, C, Meyer, P2021 · 24 citationsCancer radiotherapie : journal de la Societe francaise de radiotherapie oncologique. 2021;25(6-7):623-626
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