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Convolutional neural networks for PET functional volume fully automatic segmentation: development and validation in a multi-center setting
Author / Creator:Iantsen, Andrei ; Ferreira, Marta ; Lucia, Francois ; Jaouen, Vincent ; Reinhold, Caroline ; Bonaffini, Pietro ; Alfieri, Joanne ; Rovira, Ramon ; Masson, Ingrid ; Robin, Philippe ; Mervoyer, Augustin ; Rousseau, Caroline ; Kridelka, Frédéric ; Decuypere, Marjolein ; Lovinfosse, Pierre ; Pradier, Olivier ; Hustinx, Roland ; Schick, Ulrike ; Visvikis, Dimitris ; Hatt, Mathieu
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:European journal of nuclear medicine and molecular imaging, 2021-10, Vol.48 (11), p.3444-3456
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A transfer learning approach to facilitate ComBat-based harmonization of multicentre radiomic features in new datasets
Author / Creator:Da-ano, Ronrick ; Lucia, François ; Masson, Ingrid ; Abgral, Ronan ; Alfieri, Joanne ; Rousseau, Caroline ; Mervoyer, Augustin ; Reinhold, Caroline ; Pradier, Olivier ; Schick, Ulrike ; Visvikis, Dimitris ; Hatt, Mathieu
Publisher:San Francisco: Public Library of Science
Journal title:PloS one, 2021-07, Vol.16 (7), p.e0253653-e0253653
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[18F]FDG PET radiomics to predict disease-free survival in cervical cancer: a multi-scanner/center study with external validation
Author / Creator:Ferreira, Marta ; Lovinfosse, Pierre ; Hermesse, Johanne ; Decuypere, Marjolein ; Rousseau, Caroline ; Lucia, François ; Schick, Ulrike ; Reinhold, Caroline ; Robin, Philippe ; Hatt, Mathieu ; Visvikis, Dimitris ; Bernard, Claire ; Leijenaar, Ralph T. H. ; Kridelka, Frédéric ; Lambin, Philippe ; Meyer, Patrick E. ; Hustinx, Roland
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:European journal of nuclear medicine and molecular imaging, 2021-10, Vol.48 (11), p.3432-3443
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Multicentric development and evaluation of 18F-FDG PET/CT and MRI radiomics models to predict para-aortic lymph node involvement in locally advanced cervical cancer
Author / Creator:Lucia, François ; Bourbonne, Vincent ; Pleyers, Clémence ; Dupré, Pierre-François ; Miranda, Omar ; Visvikis, Dimitris ; Pradier, Olivier ; Abgral, Ronan ; Mervoyer, Augustin ; Classe, Jean-Marc ; Rousseau, Caroline ; Vos, Wim ; Hermesse, Johanne ; Gennigens, Christine ; De Cuypere, Marjolein ; Kridelka, Frédéric ; Schick, Ulrike ; Hatt, Mathieu ; Hustinx, Roland ; Lovinfosse, Pierre
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:European journal of nuclear medicine and molecular imaging, 2023-07, Vol.50 (8), p.2514-2528
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Inter-observer and segmentation method variability of textural analysis in pre-therapeutic FDG PET/CT in head and neck cancer
Author / Creator:Guezennec, Catherine ; Bourhis, David ; Orlhac, Fanny ; Robin, Philippe ; Corre, Jean-Baptiste ; Delcroix, Olivier ; Gobel, Yves ; Schick, Ulrike ; Salaün, Pierre-Yves ; Abgral, Ronan
Publisher:United States: Public Library of Science
Journal title:PloS one, 2019-03, Vol.14 (3), p.e0214299-e0214299
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Radiomics Approaches for the Prediction of Pathological Complete Response after Neoadjuvant Treatment in Locally Advanced Rectal Cancer: Ready for Prime Time?
Author / Creator:Bourbonne, Vincent ; Schick, Ulrike ; Pradier, Olivier ; Visvikis, Dimitris ; Metges, Jean-Philippe ; Badic, Bogdan
Publisher:Switzerland: MDPI AG
Journal title:Cancers, 2023-01, Vol.15 (2), p.432
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External Validation of an MRI-Derived Radiomics Model to Predict Biochemical Recurrence after Surgery for High-Risk Prostate Cancer
Author / Creator:Bourbonne, Vincent ; Fournier, Georges ; Vallières, Martin ; Lucia, François ; Doucet, Laurent ; Tissot, Valentin ; Cuvelier, Gilles ; Hue, Stephane ; Le Penn Du, Henri ; Perdriel, Luc ; Bertrand, Nicolas ; Staroz, Frederic ; Visvikis, Dimitris ; Pradier, Olivier ; Hatt, Mathieu ; Schick, Ulrike
Publisher:Switzerland: MDPI AG
Journal title:Cancers, 2020-03, Vol.12 (4), p.814
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Multicentric development and evaluation of [18F]FDG PET/CT and CT radiomic models to predict regional and/or distant recurrence in early-stage non-small cell lung cancer treated by stereotactic body r...
Author / Creator:Lucia, François ; Louis, Thomas ; Cousin, François ; Bourbonne, Vincent ; Visvikis, Dimitris ; Mievis, Carole ; Jansen, Nicolas ; Duysinx, Bernard ; Le Pennec, Romain ; Nebbache, Malik ; Rehn, Martin ; Hamya, Mohamed ; Geier, Margaux ; Salaun, Pierre-Yves ; Schick, Ulrike ; Hatt, Mathieu ; Coucke, Philippe ; Hustinx, Roland ; Lovinfosse, Pierre
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:European journal of nuclear medicine and molecular imaging, 2024-03, Vol.51 (4), p.1097-1108
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Low-level laser therapy in treatment of chemoradiotherapy-induced mucositis in head and neck cancer: results of a randomised, triple blind, multicentre phase III trial
Author / Creator:Legouté, Florence ; Bensadoun, René-Jean ; Seegers, Valérie ; Pointreau, Yoann ; Caron, Delphine ; Lang, Philippe ; Prévost, Alain ; Martin, Laurent ; Schick, Ulrike ; Morvant, Benjamin ; Capitain, Olivier ; Calais, Gilles ; Jadaud, Eric
Publisher:England: BioMed Central Ltd
Journal title:Radiation oncology (London, England), 2019-05, Vol.14 (1), p.83-83, Article 83
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Prospective study of dynamic whole-body 68Ga-DOTATOC-PET/CT acquisition in patients with well-differentiated neuroendocrine tumors
Author / Creator:Thuillier, Philippe ; Bourhis, David ; Metges, Jean Philippe ; Le Pennec, Romain ; Amrane, Karim ; Schick, Ulrike ; Blanc-Beguin, Frédérique ; Hennebicq, Simon ; Salaun, Pierre-Yves ; Kerlan, Véronique ; Karakatsanis, Nicolas ; Abgral, Ronan
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2021-03, Vol.11 (1), p.4727-4727, Article 4727
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Identification of CT radiomic features robust to acquisition and segmentation variations for improved prediction of radiotherapy-treated lung cancer patient recurrence
Author / Creator:Louis, Thomas ; Lucia, François ; Cousin, François ; Mievis, Carole ; Jansen, Nicolas ; Duysinx, Bernard ; Le Pennec, Romain ; Visvikis, Dimitris ; Nebbache, Malik ; Rehn, Martin ; Hamya, Mohamed ; Geier, Margaux ; Salaun, Pierre-Yves ; Schick, Ulrike ; Hatt, Mathieu ; Coucke, Philippe ; Lovinfosse, Pierre ; Hustinx, Roland
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2024-04, Vol.14 (1), p.9028-9028, Article 9028
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Prognostic value of pre-therapeutic FDG-PET radiomic analysis in gastro-esophageal junction cancer
Author / Creator:Amrane, Karim ; Thuillier, Philippe ; Bourhis, David ; Le Meur, Coline ; Quere, Chloe ; Leclere, Jean-Christophe ; Ferec, Marc ; Jestin-Le Tallec, Veronique ; Doucet, Laurent ; Alemany, Pierre ; Salaun, Pierre-Yves ; Metges, Jean-Philippe ; Schick, Ulrike ; Abgral, Ronan
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2023-04, Vol.13 (1), p.5789-5789, Article 5789
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Impact of concomitant systemic treatments on toxicity and intracerebral response after stereotactic radiotherapy for brain metastases
Author / Creator:Guénolé, Morgan ; Lucia, François ; Bourbonne, Vincent ; Dissaux, Gurvan ; Reygagne, Emmanuelle ; Goasduff, Gaëlle ; Pradier, Olivier ; Schick, Ulrike
Publisher:England: BioMed Central Ltd
Journal title:BMC cancer, 2020-10, Vol.20 (1), p.991-11, Article 991
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Transcriptomics in cancer revealed by Positron Emission Tomography radiomics
Author / Creator:Tixier, Florent ; Cheze-le-Rest, Catherine ; Schick, Ulrike ; Simon, Brigitte ; Dufour, Xavier ; Key, Stéphane ; Pradier, Olivier ; Aubry, Marc ; Hatt, Mathieu ; Corcos, Laurent ; Visvikis, Dimitris
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2020-03, Vol.10 (1), p.5660-5660, Article 5660
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Multi-Omics Approaches for the Prediction of Clinical Endpoints after Immunotherapy in Non-Small Cell Lung Cancer: A Comprehensive Review
Author / Creator:Bourbonne, Vincent ; Geier, Margaux ; Schick, Ulrike ; Lucia, François
Publisher:Basel: MDPI AG
Journal title:Biomedicines, 2022-05, Vol.10 (6), p.1237
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Intensity-modulated radiotherapy for prostate cancer with seminal vesicle involvement (T3b): A multicentric retrospective analysis
Author / Creator:Goupy, Flora ; Supiot, Stéphane ; Pasquier, David ; Latorzeff, Igor ; Schick, Ulrike ; Monpetit, Erik ; Martinage, Geoffrey ; Hervé, Chloé ; Le Proust, Bernadette ; Castelli, Joel ; de Crevoisier, Renaud
Publisher:United States: Public Library of Science
Journal title:PloS one, 2019-01, Vol.14 (1), p.e0210514
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Cosmetic Outcome and Chronic Breast Toxicity After Intraoperative Radiation Therapy (IORT) as a Single Modality or as a Boost Using the Intrabeam® Device: A Prospective Study
Author / Creator:Key, Stéphane ; Miglierini, Petra ; Dupré, Pierre-François ; Guilbert, Sandrine ; Lucia, Anne-Sophie ; Abgral, Ronan ; Conan-Charlet, Virginie ; Uguen, Arnaud ; Pradier, Olivier ; Schick, Ulrike
Publisher:Cham: Springer International Publishing
Journal title:Annals of surgical oncology, 2017-09, Vol.24 (9), p.2547-2555
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Hotspot on 18F-FET PET/CT to Predict Aggressive Tumor Areas for Radiotherapy Dose Escalation Guiding in High-Grade Glioma
Author / Creator:Allard, Bastien ; Dissaux, Brieg ; Bourhis, David ; Dissaux, Gurvan ; Schick, Ulrike ; Salaün, Pierre-Yves ; Abgral, Ronan ; Querellou, Solène
Publisher:Switzerland: MDPI AG
Journal title:Cancers, 2022-12, Vol.15 (1), p.98
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The prognostic significance of PD-L1 expression on tumor and immune cells in Merkel cell carcinoma
Author / Creator:Guénolé, Morgan ; Bénigni, Paolo ; Bourbonne, Vincent ; Lucia, François ; Legoupil, Delphine ; Pradier, Olivier ; Misery, Laurent ; Uguen, Arnaud ; Schick, Ulrike
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:Journal of cancer research and clinical oncology, 2021-09, Vol.147 (9), p.2569-2578
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Author Correction: Prognostic value of pre-therapeutic FDG-PET radiomic analysis in gastro-esophageal junction cancer
Author / Creator:Amrane, Karim ; Thuillier, Philippe ; Bourhis, David ; Le Meur, Coline ; Quere, Chloe ; Leclere, Jean-Christophe ; Ferec, Marc ; Jestin-Le Tallec, Veronique ; Doucet, Laurent ; Alemany, Pierre ; Salaun, Pierre-Yves ; Metges, Jean-Philippe ; Schick, Ulrike ; Abgral, Ronan
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2023-04, Vol.13 (1), p.6665-6665, Article 6665
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Convolutional neural networks for PET functional volume fully automatic segmentation: development and validation in a multi-center setting

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A transfer learning approach to facilitate ComBat-based harmonization of multicentre radiomic features in new datasets

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[18F]FDG PET radiomics to predict disease-free survival in cervical cancer: a multi-scanner/center study with external validation

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Multicentric development and evaluation of 18F-FDG PET/CT and MRI radiomics models to predict para-aortic lymph node involvement in locally advanced cervical cancer

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Inter-observer and segmentation method variability of textural analysis in pre-therapeutic FDG PET/CT in head and neck cancer

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Radiomics Approaches for the Prediction of Pathological Complete Response after Neoadjuvant Treatment in Locally Advanced Rectal Cancer: Ready for Prime Time?

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External Validation of an MRI-Derived Radiomics Model to Predict Biochemical Recurrence after Surgery for High-Risk Prostate Cancer

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Multicentric development and evaluation of [18F]FDG PET/CT and CT radiomic models to predict regional and/or distant recurrence in early-stage non-small cell lung cancer treated by stereotactic body r...

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Low-level laser therapy in treatment of chemoradiotherapy-induced mucositis in head and neck cancer: results of a randomised, triple blind, multicentre phase III trial

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Prospective study of dynamic whole-body 68Ga-DOTATOC-PET/CT acquisition in patients with well-differentiated neuroendocrine tumors

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Identification of CT radiomic features robust to acquisition and segmentation variations for improved prediction of radiotherapy-treated lung cancer patient recurrence

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Prognostic value of pre-therapeutic FDG-PET radiomic analysis in gastro-esophageal junction cancer

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Impact of concomitant systemic treatments on toxicity and intracerebral response after stereotactic radiotherapy for brain metastases

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Transcriptomics in cancer revealed by Positron Emission Tomography radiomics

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Multi-Omics Approaches for the Prediction of Clinical Endpoints after Immunotherapy in Non-Small Cell Lung Cancer: A Comprehensive Review

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Intensity-modulated radiotherapy for prostate cancer with seminal vesicle involvement (T3b): A multicentric retrospective analysis

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Cosmetic Outcome and Chronic Breast Toxicity After Intraoperative Radiation Therapy (IORT) as a Single Modality or as a Boost Using the Intrabeam® Device: A Prospective Study

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Hotspot on 18F-FET PET/CT to Predict Aggressive Tumor Areas for Radiotherapy Dose Escalation Guiding in High-Grade Glioma

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The prognostic significance of PD-L1 expression on tumor and immune cells in Merkel cell carcinoma

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Author Correction: Prognostic value of pre-therapeutic FDG-PET radiomic analysis in gastro-esophageal junction cancer

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