Convolutional neural networks for PET functional volume fully automatic segmentation: development and validation in a multi-center setting
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
Published in European journal of nuclear medicine and molecular imaging (01.10.2021)
Published in European journal of nuclear medicine and molecular imaging (01.10.2021)
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VMAT-Based Planning Allows Sparing of a Spatial Dose Pattern Associated with Radiation Pneumonitis in Patients Treated with Radiotherapy for a Locally Advanced Lung Cancer
Bourbonne, Vincent, Lucia, Francois, Jaouen, Vincent, Bert, Julien, Pradier, Olivier, Visvikis, Dimitris, Schick, Ulrike
Published in Cancers (29.07.2022)
Published in Cancers (29.07.2022)
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Journal Article
Radiotherapy mucositis in head and neck cancer: prevention by low-energy surface laser
Bourbonne, Vincent, Otz, Joelle, Bensadoun, René-Jean, Dissaux, Gurvan, Lucia, Francois, Leclere, Jean-Christophe, Pradier, Olivier, Schick, Ulrike
Published in BMJ supportive & palliative care (01.12.2022)
Published in BMJ supportive & palliative care (01.12.2022)
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Abscopal Response in Metastatic Melanoma: Real-World Data of a Retrospective, Multicenter Study
Ollivier, Luc, Orione, Charles, Bore, Paul, Misery, Laurent, Legoupil, Delphine, Leclere, Jean-Christophe, Coste, Anne, Girault, Gilles, Sicard-Cras, Iona, Kacperek, Clemence, Lucia, Francois, Stefan, Dinu, Thillays, François, Rio, Emmanuel, Lesueur, Paul, Berthou, Christian, Heymann, Dominique, Champiat, Stéphane, Supiot, Stéphane, Vaugier, Loig, Kao, William
Published in Cancers (30.08.2022)
Published in Cancers (30.08.2022)
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Toxicity in patients treated with permanent prostate brachytherapy using intraoperatively built custom-linked seeds versus loose seeds
Ollivier, Luc, Lucia, Francois, Nguyen, Truongan, Lucas, Caroline, Bourbonne, Vincent, Boussion, Nicolas, Goasduff, Gaelle, Fournier, Georges, Pradier, Olivier, Dissaux, Gurvan, Valeri, Antoine, Schick, Ulrike
Published in Journal of contemporary brachytherapy (01.12.2020)
Published in Journal of contemporary brachytherapy (01.12.2020)
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Comparison of Radiomics Models Built Through Machine Learning in a Multicentric Context With Independent Testing: Identical Data, Similar Algorithms, Different Methodologies
Upadhaya, Taman, Vallieres, Martin, Chatterjee, Avishek, Lucia, Francois, Bonaffini, Pietro Andrea, Masson, Ingrid, Mervoyer, Augustin, Reinhold, Caroline, Schick, Ulrike, Seuntjens, Jan, Rest, Catherine Cheze Le, Visvikis, Dimitris, Hatt, Mathieu
Published in IEEE transactions on radiation and plasma medical sciences (01.03.2019)
Published in IEEE transactions on radiation and plasma medical sciences (01.03.2019)
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External validation of a combined PET and MRI radiomics model for prediction of recurrence in cervical cancer patients treated with chemoradiotherapy
Lucia, François, Visvikis, Dimitris, Vallières, Martin, Desseroit, Marie-Charlotte, Miranda, Omar, Robin, Philippe, Bonaffini, Pietro Andrea, Alfieri, Joanne, Masson, Ingrid, Mervoyer, Augustin, Reinhold, Caroline, Pradier, Olivier, Hatt, Mathieu, Schick, Ulrike
Published in European journal of nuclear medicine and molecular imaging (01.04.2019)
Published in European journal of nuclear medicine and molecular imaging (01.04.2019)
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A transfer learning approach to facilitate ComBat-based harmonization of multicentre radiomic features in new datasets
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
Published in PloS one (01.07.2021)
Published in PloS one (01.07.2021)
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MRI-derived radiomics: methodology and clinical applications in the field of pelvic oncology
Schick, Ulrike, Lucia, François, Dissaux, Gurvan, Visvikis, Dimitris, Badic, Bogdan, Masson, Ingrid, Pradier, Olivier, Bourbonne, Vincent, Hatt, Mathieu
Published in British journal of radiology (01.12.2019)
Published in British journal of radiology (01.12.2019)
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External Validation of an MRI-Derived Radiomics Model to Predict Biochemical Recurrence after Surgery for High-Risk Prostate Cancer
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
Published in Cancers (28.03.2020)
Published in Cancers (28.03.2020)
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Impact of concomitant systemic treatments on toxicity and intracerebral response after stereotactic radiotherapy for brain metastases
Guénolé, Morgan, Lucia, François, Bourbonne, Vincent, Dissaux, Gurvan, Reygagne, Emmanuelle, Goasduff, Gaëlle, Pradier, Olivier, Schick, Ulrike
Published in BMC cancer (13.10.2020)
Published in BMC cancer (13.10.2020)
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[18F]FDG PET radiomics to predict disease-free survival in cervical cancer: a multi-scanner/center study with external validation
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
Published in European journal of nuclear medicine and molecular imaging (01.10.2021)
Published in European journal of nuclear medicine and molecular imaging (01.10.2021)
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Narrative Review of Synergistics Effects of Combining Immunotherapy and Stereotactic Radiation Therapy
Lucia, François, Geier, Margaux, Schick, Ulrike, Bourbonne, Vincent
Published in Biomedicines (15.06.2022)
Published in Biomedicines (15.06.2022)
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Development and prospective validation of a spatial dose pattern based model predicting acute pulmonary toxicity in patients treated with volumetric arc-therapy for locally advanced lung cancer
Bourbonne, Vincent, Lucia, François, Jaouen, Vincent, Bert, Julien, Rehn, Martin, Pradier, Olivier, Visvikis, Dimitris, Schick, Ulrike
Published in Radiotherapy and oncology (01.11.2021)
Published in Radiotherapy and oncology (01.11.2021)
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Inhomogeneous tumor dose distribution provides better local control than homogeneous distribution in stereotactic radiotherapy for brain metastases
Lucia, François, Key, Stéphane, Dissaux, Gurvan, Goasduff, Gaëlle, Lucia, Anne-Sophie, Ollivier, Luc, Pradier, Olivier, Schick, Ulrike
Published in Radiotherapy and oncology (01.01.2019)
Published in Radiotherapy and oncology (01.01.2019)
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External Validation of a Radiomics Model for the Prediction of Complete Response to Neoadjuvant Chemoradiotherapy in Rectal Cancer
Bordron, Anaïs, Rio, Emmanuel, Badic, Bogdan, Miranda, Omar, Pradier, Olivier, Hatt, Mathieu, Visvikis, Dimitris, Lucia, François, Schick, Ulrike, Bourbonne, Vincent
Published in Cancers (21.02.2022)
Published in Cancers (21.02.2022)
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PET/CT-Based Radiogenomics Supports KEAP1/NFE2L2 Pathway Targeting for Non-Small Cell Lung Cancer Treated with Curative Radiotherapy
Bourbonne, Vincent, Morjani, Moncef, Pradier, Olivier, Hatt, Mathieu, Jaouen, Vincent, Querellou, Solène, Visvikis, Dimitris, Lucia, François, Schick, Ulrike
Published in Journal of Nuclear Medicine (01.04.2024)
Published in Journal of Nuclear Medicine (01.04.2024)
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Efficacy and Safety of a Second Course of Stereotactic Radiation Therapy for Locally Recurrent Brain Metastases: A Systematic Review
Lucia, François, Touati, Ruben, Crainic, Nicolae, Dissaux, Gurvan, Pradier, Olivier, Bourbonne, Vincent, Schick, Ulrike
Published in Cancers (30.09.2021)
Published in Cancers (30.09.2021)
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