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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
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et al.
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
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Laurent Dercle
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Evangelia I Zacharaki
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Charlotte Robert
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et al.
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
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Evangelia I Zacharaki
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et al.
Journal articles
hal-01668902v1
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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
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Markus Hecht
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Florian Putz
,
Andrea Lancia
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et al.
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
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Myriam Edjlali
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Marvin Lerousseau
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Jade Briend-Diop
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et al.
Journal articles
inserm-02943189v1
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Prediction of cervical cancer recurrence using textural features extracted from 18F-FDG PET images acquired with different scanners
Sylvain Reuzé
,
Fanny Orlhac
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Cyrus Chargari
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Christophe Nioche
,
Elaine Johanna Limkin
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et al.
Journal articles
hal-02401383v1
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In Regard to Mattonen et al
Roger Sun
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Fanny Orlhac
,
Charlotte Robert
,
Sylvain Reuzé
,
Antoine Schernberg
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et al.
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.
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.
Journal articles
inserm-02573178v1
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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.
Journal articles
hal-01123807v1
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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.
2018
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
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Radiomics in Nuclear Medicine Applied to Radiation Therapy: Methods, Pitfalls, and Challenges
Sylvain Reuzé
,
Antoine Schernberg
,
Fanny Orlhac
,
Roger Sun
,
Cyrus Chargari
,
et al.
Journal articles
hal-02401350v1
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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.
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.
2020
Preprints, Working Papers, ...
hal-02974930v1
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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.
Journal articles
hal-01938545v1
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