Standardization of brain MR images across machines and protocols: bridging the gap for MRI-based radiomics
Carré, Alexandre, Klausner, Guillaume, Edjlali, Myriam, Lerousseau, Marvin, Briend-Diop, Jade, Sun, Roger, Ammari, Samy, Reuzé, Sylvain, Alvarez Andres, Emilie, Estienne, Théo, Niyoteka, Stéphane, Battistella, Enzo, Vakalopoulou, Maria, Dhermain, Frédéric, Paragios, Nikos, Deutsch, Eric, Oppenheim, Catherine, Pallud, Johan, Robert, Charlotte
Published in Scientific reports (23.07.2020)
Published in Scientific reports (23.07.2020)
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Journal Article
The complexity of tumor shape, spiculatedness, correlates with tumor radiomic shape features
Limkin, Elaine Johanna, Reuzé, Sylvain, Carré, Alexandre, Sun, Roger, Schernberg, Antoine, Alexis, Anthony, Deutsch, Eric, Ferté, Charles, Robert, Charlotte
Published in Scientific reports (13.03.2019)
Published in Scientific reports (13.03.2019)
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Journal Article
Reinventing radiation therapy with machine learning and imaging bio-markers (radiomics): State-of-the-art, challenges and perspectives
Dercle, Laurent, Henry, Theophraste, Carré, Alexandre, Paragios, Nikos, Deutsch, Eric, Robert, Charlotte
Published in Methods (San Diego, Calif.) (01.04.2021)
Published in Methods (San Diego, Calif.) (01.04.2021)
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Journal Article
AutoComBat: a generic method for harmonizing MRI-based radiomic features
Carré, Alexandre, Battistella, Enzo, Niyoteka, Stephane, Sun, Roger, Deutsch, Eric, Robert, Charlotte
Published in Scientific reports (26.07.2022)
Published in Scientific reports (26.07.2022)
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Journal Article
Dosimetry-Driven Quality Measure of Brain Pseudo Computed Tomography Generated From Deep Learning for MRI-Only Radiation Therapy Treatment Planning
Alvarez Andres, Emilie, Fidon, Lucas, Vakalopoulou, Maria, Lerousseau, Marvin, Carré, Alexandre, Sun, Roger, Klausner, Guillaume, Ammari, Samy, Benzazon, Nathan, Reuzé, Sylvain, Estienne, Théo, Niyoteka, Stéphane, Battistella, Enzo, Rouyar, Angéla, Noël, Georges, Beaudre, Anne, Dhermain, Frédéric, Deutsch, Eric, Paragios, Nikos, Robert, Charlotte
Published in International journal of radiation oncology, biology, physics (01.11.2020)
Published in International journal of radiation oncology, biology, physics (01.11.2020)
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Journal Article
Deep Learning-Based Concurrent Brain Registration and Tumor Segmentation
Estienne, Théo, Lerousseau, Marvin, Vakalopoulou, Maria, Alvarez Andres, Emilie, Battistella, Enzo, Carré, Alexandre, Chandra, Siddhartha, Christodoulidis, Stergios, Sahasrabudhe, Mihir, Sun, Roger, Robert, Charlotte, Talbot, Hugues, Paragios, Nikos, Deutsch, Eric
Published in Frontiers in computational neuroscience (20.03.2020)
Published in Frontiers in computational neuroscience (20.03.2020)
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Journal Article
Deep-Learning for Rapid Estimation of the Out-of-Field Dose in External Beam Photon Radiation Therapy – A Proof of Concept
Benzazon, Nathan, Carré, Alexandre, de Kermenguy, François, Niyoteka, Stéphane, Maury, Pauline, Colnot, Julie, M'hamdi, Meissane, Aichi, Mohammed El, Veres, Cristina, Allodji, Rodrigue, de Vathaire, Florent, Sarrut, David, Journy, Neige, Alapetite, Claire, Grégoire, Vincent, Deutsch, Eric, Diallo, Ibrahima, Robert, Charlotte
Published in International journal of radiation oncology, biology, physics (01.09.2024)
Published in International journal of radiation oncology, biology, physics (01.09.2024)
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Journal Article
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
de Causans, Alix, Carré, Alexandre, Roux, Alexandre, Tauziède-Espariat, Arnault, Ammari, Samy, Dezamis, Edouard, Dhermain, Frederic, Reuzé, Sylvain, Deutsch, Eric, Oppenheim, Catherine, Varlet, Pascale, Pallud, Johan, Edjlali, Myriam, Robert, Charlotte
Published in Frontiers in oncology (13.07.2021)
Published in Frontiers in oncology (13.07.2021)
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Journal Article
A common [18F]-FDG PET radiomic signature to predict survival in patients with HPV-induced cancers
Niyoteka, Stephane, Seban, Romain-David, Rouhi, Rahimeh, Scarsbrook, Andrew, Genestie, Catherine, Classe, Marion, Carré, Alexandre, Sun, Roger, La Greca Saint-Esteven, Agustina, Chargari, Cyrus, McKenna, Jack, McDermott, Garry, Malinen, Eirik, Tanadini-Lang, Stephanie, Guckenberger, Matthias, Guren, Marianne G., Lemanski, Claire, Deutsch, Eric, Robert, Charlotte
Published in European journal of nuclear medicine and molecular imaging (01.11.2023)
Published in European journal of nuclear medicine and molecular imaging (01.11.2023)
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Journal Article
Imaging approaches and radiomics: toward a new era of ultraprecision radioimmunotherapy?
Sun, Roger, Henry, Théophraste, Laville, Adrien, Carré, Alexandre, Hamaoui, Anthony, Bockel, Sophie, Chaffai, Ines, Levy, Antonin, Chargari, Cyrus, Robert, Charlotte, Deutsch, Eric
Published in Journal for immunotherapy of cancer (01.07.2022)
Published in Journal for immunotherapy of cancer (01.07.2022)
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Journal Article
Radiomics to predict outcomes and abscopal response of patients with cancer treated with immunotherapy combined with radiotherapy using a validated signature of CD8 cells
Sun, Roger, Sundahl, Nora, Hecht, Markus, Putz, Florian, Lancia, Andrea, Rouyar, Angela, Milic, Marina, Carré, Alexandre, Battistella, Enzo, Alvarez Andres, Emilie, Niyoteka, Stéphane, Romano, Edouard, Louvel, Guillaume, Durand-Labrunie, Jérôme, Bockel, Sophie, Bahleda, Rastilav, Robert, Charlotte, Boutros, Celine, Vakalopoulou, Maria, Paragios, Nikos, Frey, Benjamin, Soria, Jean-Charles, Massard, Christophe, Ferté, Charles, Fietkau, Rainer, Ost, Piet, Gaipl, Udo, Deutsch, Eric
Published in Journal for immunotherapy of cancer (13.11.2020)
Published in Journal for immunotherapy of cancer (13.11.2020)
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Journal Article
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
Sun, Roger, Lerousseau, Marvin, Briend-Diop, Jade, Routier, Emilie, Roy, Severine, Henry, Théophraste, Ka, Kanta, Jiang, Rui, Temar, Nawal, Carré, Alexandre, Laville, Adrien, Hamaoui, Anthony, Laurent, Pierre-Antoine, Rouyar, Angela, Robert, Charlotte, Robert, Caroline, Deutsch, Eric
Published in Journal for immunotherapy of cancer (01.10.2022)
Published in Journal for immunotherapy of cancer (01.10.2022)
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Journal Article
Brain Tumor Segmentation with Self-ensembled, Deeply-Supervised 3D U-Net Neural Networks: A BraTS 2020 Challenge Solution
Henry, Théophraste, Carré, Alexandre, Lerousseau, Marvin, Estienne, Théo, Robert, Charlotte, Paragios, Nikos, Deutsch, Eric
Published in Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries (2021)
Published in Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries (2021)
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Book Chapter
Automatic gross tumor volume segmentation with failure detection for safe implementation in locally advanced cervical cancer
Rouhi, Rahimeh, Niyoteka, Stéphane, Carré, Alexandre, Achkar, Samir, Laurent, Pierre-Antoine, Ba, Mouhamadou Bachir, Veres, Cristina, Henry, Théophraste, Vakalopoulou, Maria, Sun, Roger, Espenel, Sophie, Mrissa, Linda, Laville, Adrien, Chargari, Cyrus, Deutsch, Eric, Robert, Charlotte
Published in Physics and imaging in radiation oncology (01.04.2024)
Published in Physics and imaging in radiation oncology (01.04.2024)
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Journal Article
COMBING: Clustering in Oncology for Mathematical and Biological Identification of Novel Gene Signatures
Battistella, Enzo, Vakalopoulou, Maria, Sun, Roger, Estienne, Theo, Lerousseau, Marvin, Nikolaev, Sergey, Andres, Emilie Alvarez, Carre, Alexandre, Niyoteka, Stephane, Robert, Charlotte, Paragios, Nikos, Deutsch, Eric
Published in IEEE/ACM transactions on computational biology and bioinformatics (01.11.2022)
Published in IEEE/ACM transactions on computational biology and bioinformatics (01.11.2022)
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Journal Article
Commentary: Toward an Improved Understanding of Recidivism
Alexandre J. R. Carré
Published in The journal of the American Academy of Psychiatry and the Law (01.01.2012)
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Published in The journal of the American Academy of Psychiatry and the Law (01.01.2012)
Journal Article
Reinventing Radiation Therapy with Machine Learning and Imaging Bio-markers (Radiomics): state-ofthe-art, challenges and perspectives Authors
Dercle, Laurent, Henry, Theophraste, Carré, Alexandre, Paragios, Nikos, Deutsch, Eric, Robert, Charlotte
Published in Methods (San Diego, Calif.) (01.04.2021)
Published in Methods (San Diego, Calif.) (01.04.2021)
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Journal Article
Deep-Learning for Rapid Estimation of the Out-of-Field Dose in External Beam Photon Radiation Therapy u2013 A Proof of Concept
Benzazon, Nathan, Carré, Alexandre, de Kermenguy, François, Niyoteka, Stéphane, Maury, Pauline, Colnot, Julie, M Hamdi, Meissane, Aichi, Mohammed El, Veres, Cristina, Allodji, Rodrigue, de Vathaire, Florent, Sarrut, David, Journy, Neige, Alapetite, Claire, Grégoire, Vincent, Deutsch, Eric, Diallo, Ibrahima, Robert, Charlotte
Published in International journal of radiation oncology, biology, physics (2024)
Published in International journal of radiation oncology, biology, physics (2024)
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Journal Article
Prediction of brain metastases progression and overall survival in patients with metastatic non-small cell lung cancer treated by immune checkpoint inhibitors using a radiomic model
Henon, Clemence, Hendriks, Lizza, Carré, Alexandre, Mezquita, Laura, Reuzé, Sylvain, Ammari, Samy, Aldea, Mihaela, Robert, Charlotte, Le Pechoux, Cecile, Audigier-Valette, Clarisse, Mazieres, Julien, Lefebvre, Corentin, Rabeau, Audrey, Duchemann, Boris, Botticella, Angela, Planchard, David, Deutsch, Eric, Besse, Benjamin, Sun, Roger
Published in Journal of clinical oncology (01.06.2023)
Published in Journal of clinical oncology (01.06.2023)
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Journal Article
Correction: Ipilimumab plus nivolumab for patients with metastatic uveal melanoma: a multicenter, retrospective study
Charles Ferte, Benjamin Frey, Markus Hecht, Rainer Fietkau, Nora Sundahl, Florian Putz, Andrea Lancia, Angela Rouyar, Marina Milic, Alexandre Carré, Enzo Battistella, Emilie Alvarez Andres, Stéphane Niyoteka, Edouard Romano, Jérôme Durand-Labrunie, Sophie Bockel, Rastilav Bahleda, Charlotte Robert, Celine Boutros, Maria Vakalopoulou, Nikos Paragios, Piet Ost, Udo Gaipl
Published in Journal for immunotherapy of cancer (01.11.2020)
Published in Journal for immunotherapy of cancer (01.11.2020)
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Journal Article