Deep learning: definition and perspectives for thoracic imaging
Chassagnon, Guillaume, Vakalopolou, Maria, Paragios, Nikos, Revel, Marie-Pierre
Published in European radiology (01.04.2020)
Published in European radiology (01.04.2020)
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Journal Article
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
Demystification of AI-driven medical image interpretation: past, present and future
Savadjiev, Peter, Chong, Jaron, Dohan, Anthony, Vakalopoulou, Maria, Reinhold, Caroline, Paragios, Nikos, Gallix, Benoit
Published in European radiology (01.03.2019)
Published in European radiology (01.03.2019)
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Journal Article
Dense image registration through MRFs and efficient linear programming
Glocker, Ben, Komodakis, Nikos, Tziritas, Georgios, Navab, Nassir, Paragios, Nikos
Published in Medical image analysis (01.12.2008)
Published in Medical image analysis (01.12.2008)
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Journal Article
Elastic Registration-driven Deep Learning for Longitudinal Assessment of Systemic Sclerosis Interstitial Lung Disease at CT
Chassagnon, Guillaume, Vakalopoulou, Maria, Régent, Alexis, Sahasrabudhe, Mihir, Marini, Rafael, Hoang-Thi, Trieu-Nghi, Dinh-Xuan, Anh-Tuan, Dunogué, Bertrand, Mouthon, Luc, Paragios, Nikos, Revel, Marie-Pierre
Published in Radiology (01.01.2021)
Published in Radiology (01.01.2021)
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Journal Article
Single-timepoint low-dimensional characterization and classification of acute versus chronic multiple sclerosis lesions using machine learning
Caba, Bastien, Cafaro, Alexandre, Lombard, Aurélien, Arnold, Douglas L., Elliott, Colm, Liu, Dawei, Jiang, Xiaotong, Gafson, Arie, Fisher, Elizabeth, Belachew, Shibeshih Mitiku, Paragios, Nikos
Published in NeuroImage (Orlando, Fla.) (01.01.2023)
Published in NeuroImage (Orlando, Fla.) (01.01.2023)
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Journal Article
EnzyNet: enzyme classification using 3D convolutional neural networks on spatial representation
Amidi, Afshine, Amidi, Shervine, Vlachakis, Dimitrios, Megalooikonomou, Vasileios, Paragios, Nikos, Zacharaki, Evangelia I
Published in PeerJ (San Francisco, CA) (04.05.2018)
Published in PeerJ (San Francisco, CA) (04.05.2018)
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Journal Article
A Probabilistic Atlas of Diffuse WHO Grade II Glioma Locations in the Brain
Parisot, Sarah, Darlix, Amélie, Baumann, Cédric, Zouaoui, Sonia, Yordanova, Yordanka, Blonski, Marie, Rigau, Valérie, Chemouny, Stéphane, Taillandier, Luc, Bauchet, Luc, Duffau, Hugues, Paragios, Nikos
Published in PloS one (11.01.2016)
Published in PloS one (11.01.2016)
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Journal Article
Sub-cortical brain structure segmentation using F-CNN'S
Shakeri, Mahsa, Tsogkas, Stavros, Ferrante, Enzo, Lippe, Sarah, Kadoury, Samuel, Paragios, Nikos, Kokkinos, Iasonas
Published in 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI) (01.04.2016)
Published in 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI) (01.04.2016)
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Conference Proceeding
Journal Article
Automatic AI-based contouring of prostate MRI for online adaptive radiotherapy
Nachbar, Marcel, lo Russo, Monica, Gani, Cihan, Boeke, Simon, Wegener, Daniel, Paulsen, Frank, Zips, Daniel, Roque, Thais, Paragios, Nikos, Thorwarth, Daniela
Published in Zeitschrift für medizinische Physik (01.05.2024)
Published in Zeitschrift für medizinische Physik (01.05.2024)
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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
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
Automatic single- and multi-label enzymatic function prediction by machine learning
Amidi, Shervine, Amidi, Afshine, Vlachakis, Dimitrios, Paragios, Nikos, Zacharaki, Evangelia I
Published in PeerJ (San Francisco, CA) (29.03.2017)
Published in PeerJ (San Francisco, CA) (29.03.2017)
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Journal Article
Segmentation of building facades using procedural shape priors
Teboul, Olivier, Simon, Loïc, Koutsourakis, Panagiotis, Paragios, Nikos
Published in 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (01.01.2010)
Published in 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (01.01.2010)
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Conference Proceeding
A multi-centric evaluation of self-learning GAN based pseudo-CT generation software for low field pelvic magnetic resonance imaging
Prunaretty, Jessica, Güngör, Gorkem, Gevaert, Thierry, Azria, David, Valdenaire, Simon, Balermpas, Panagiotis, Boldrini, Luca, Chuong, Michael David, De Ridder, Mark, Hardy, Leo, Kandiban, Sanmady, Maingon, Philippe, Mittauer, Kathryn Elizabeth, Ozyar, Enis, Roque, Thais, Colombo, Lorenzo, Paragios, Nikos, Pennell, Ryan, Placidi, Lorenzo, Shreshtha, Kumar, Speiser, M. P., Tanadini-Lang, Stephanie, Valentini, Vincenzo, Fenoglietto, Pascal
Published in Frontiers in oncology (10.11.2023)
Published in Frontiers in oncology (10.11.2023)
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Journal Article
Dosimetric Evaluation of Dose Calculation Uncertainties for MR-Only Approaches in Prostate MR-Guided Radiotherapy
Coric, Ivan, Shreshtha, Kumar, Roque, Thais, Paragios, Nikos, Gani, Cihan, Zips, Daniel, Thorwarth, Daniela, Nachbar, Marcel
Published in Frontiers in physics (12.08.2022)
Published in Frontiers in physics (12.08.2022)
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Journal Article