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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

Roger Sun , Elaine Johanna Limkin , Maria Vakalopoulou , Laurent Dercle , Stéphane Champiat , et al.
Lancet Oncology, 2018, 19 (9), pp.1180-1191. ⟨10.1016/S1470-2045(18)30413-3⟩
Journal articles hal-01958243v1
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Promises and challenges for the implementation of computational medical imaging (radiomics) in oncology

Elaine Johanna Limkin , Roger Sun , Laurent Dercle , Evangelia I Zacharaki , Charlotte Robert , et al.
Annals of Oncology, 2017, 28 (6), pp.1191 - 1206. ⟨10.1093/annonc/mdx034⟩
Journal articles hal-01648559v1
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Imagerie médicale computationnelle (radiomique) et potentiel en immuno-oncologie

Roger Sun , Elaine Johanna Limkin , Laurent Dercle , Sylvain Reuzé , Evangelia I Zacharaki , et al.
Cancer/Radiothérapie, 2017, 21 (6-7), pp.648-654. ⟨10.1016/j.canrad.2017.07.035⟩
Journal articles hal-01668902v1

Radiomics to predict outcomes and abscopal response of patients with cancer treated with immunotherapy combined with radiotherapy using a validated signature of CD8 cells

Roger Sun , Nora Sundahl , Markus Hecht , Florian Putz , Andrea Lancia , et al.
Journal for Immunotherapy of Cancer, 2020, 8 (2), pp.e001429. ⟨10.1136/jitc-2020-001429⟩
Journal articles hal-03133258v1
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Standardization of brain MR images across machines and protocols: bridging the gap for MRI-based radiomics

Alexandre Carré , Guillaume Klausner , Myriam Edjlali , Marvin Lerousseau , Jade Briend-Diop , et al.
Scientific Reports, 2020, 10 (1), pp.12340. ⟨10.1038/s41598-020-69298-z⟩
Journal articles inserm-02943189v1

Prediction of cervical cancer recurrence using textural features extracted from 18F-FDG PET images acquired with different scanners

Sylvain Reuzé , Fanny Orlhac , Cyrus Chargari , Christophe Nioche , Elaine Johanna Limkin , et al.
Oncotarget, 2017, 8 (26), ⟨10.18632/oncotarget.17856⟩
Journal articles hal-02401383v1

In Regard to Mattonen et al

Roger Sun , Fanny Orlhac , Charlotte Robert , Sylvain Reuzé , Antoine Schernberg , et al.
International Journal of Radiation Oncology, Biology, Physics, 2016, 95 (5), pp.1544-1545. ⟨10.1016/j.ijrobp.2016.03.038⟩
Journal articles hal-02401401v1
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U-ReSNet: Ultimate Coupling of Registration and Segmentation with Deep Nets

Théo Estienne , Maria Vakalopoulou , Stergios Christodoulidis , Enzo Battistella , Marvin Lerousseau , et al.
MICCAI 2019: Medical Image Computing and Computer Assisted Intervention – MICCAI 2019, MICCAI, Oct 2019, Shenzhen, China. pp.310-319, ⟨10.1007/978-3-030-32248-9_35⟩
Conference papers hal-02365899v2
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Gene Expression High-Dimensional Clustering towards a Novel, Robust, Clinically Relevant and Highly Compact Cancer Signature

Enzo Battistella , Maria Vakalopoulou , Théo Estienne , Marvin Lerousseau , Roger Sun , et al.
IWBBIO 2019 - 7th International Work-Conference on Bioinformatics and Biomedical Engineering, May 2019, Granada, Spain
Conference papers hal-02076104v1
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Deep Learning-Based Concurrent Brain Registration and Tumor Segmentation

Théo Estienne , Marvin Lerousseau , Maria Vakalopoulou , Emilie Alvarez Andres , Enzo Battistella , et al.
Frontiers in Computational Neuroscience, 2020, Multimodal Brain Tumor Segmentation and Beyond, ⟨10.3389/fncom.2020.00017⟩
Journal articles hal-02974826v1
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Anatomical and functional MR imaging to define tumoral boundaries and characterize lesions in neuro-oncology

Joseph Benzakoun , Charlotte Robert , Laurence Legrand , Johan Pallud , Jean-François Méder , et al.
Cancer/Radiothérapie, 2020, pp.S1278-3218(20)30069-X. ⟨10.1016/j.canrad.2020.03.005⟩
Journal articles inserm-02573178v1

PET-based dose delivery verification in proton therapy: a GATE based simulation study of five PET system designs in clinical conditions

Charlotte Robert , Nicolas Fourrier , David Sarrut , Simon Stute , Pierre Gueth , et al.
Physics in Medicine and Biology, 2013, 58 (19), pp.6867 - 6885. ⟨10.1088/0031-9155/58/19/6867⟩
Journal articles hal-01123807v1

Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge

Spyridon Bakas , Mauricio Reyes , Enzo Battistella , Siddhartha Chandra , Théo Estienne , et al.
Preprints, Working Papers, ... hal-01959023v1
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Context Aware 3D CNNs for Brain Tumor Segmentation

Siddhartha Chandra , Maria Vakalopoulou , Lucas Fidon , Enzo Battistella , Théo Estienne , et al.
MICCAI Brainlesion Workshop, Sep 2018, Granada, Spain
Conference papers hal-01959610v1

Radiomics in Nuclear Medicine Applied to Radiation Therapy: Methods, Pitfalls, and Challenges

Sylvain Reuzé , Antoine Schernberg , Fanny Orlhac , Roger Sun , Cyrus Chargari , et al.
International Journal of Radiation Oncology, Biology, Physics, 2018, 102 (4), pp.1117-1142. ⟨10.1016/j.ijrobp.2018.05.022⟩
Journal articles hal-02401350v1

A score combining baseline neutrophilia and primary tumor SUVpeak measured from FDG PET is associated with outcome in locally advanced cervical cancer

Antoine Schernberg , Sylvain Reuzé , Fanny Orlhac , Irène Buvat , Laurent Dercle , et al.
European Journal of Nuclear Medicine and Molecular Imaging, 2018, 45 (2), pp.187-195. ⟨10.1007/s00259-017-3824-z⟩
Journal articles hal-02401377v1
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Deep learning based registration using spatial gradients and noisy segmentation labels

Théo Estienne , Maria Vakalopoulou , Enzo Battistella , Alexandre Carré , Théophraste Henry , et al.
Preprints, Working Papers, ... hal-02974930v1

LIFEx: A Freeware for Radiomic Feature Calculation in Multimodality Imaging to Accelerate Advances in the Characterization of Tumor Heterogeneity

Christophe Nioche , Fanny Orlhac , Sarah Boughdad , Sylvain Reuzé , Jessica Goya-Outi , et al.
Cancer Research, 2018, 78 (16), pp.4786 - 4789. ⟨10.1158/0008-5472.CAN-18-0125⟩
Journal articles hal-01938545v1