Deep learning: definition and perspectives for thoracic imaging von Chassagnon, Guillaume, Vakalopolou, Maria, Paragios, Nikos, Revel, Marie-Pierre

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Standardization of brain MR images across machines and protocols: bridging the gap for MRI-based radiomics von 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

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Demystification of AI-driven medical image interpretation: past, present and future von Savadjiev, Peter, Chong, Jaron, Dohan, Anthony, Vakalopoulou, Maria, Reinhold, Caroline, Paragios, Nikos, Gallix, Benoit

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Dense image registration through MRFs and efficient linear programming von Glocker, Ben, Komodakis, Nikos, Tziritas, Georgios, Navab, Nassir, Paragios, Nikos

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Slice-to-volume medical image registration: A survey von Ferrante, Enzo, Paragios, Nikos

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Elastic Registration-driven Deep Learning for Longitudinal Assessment of Systemic Sclerosis Interstitial Lung Disease at CT von 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

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Single-timepoint low-dimensional characterization and classification of acute versus chronic multiple sclerosis lesions using machine learning von Caba, Bastien, Cafaro, Alexandre, Lombard, Aurélien, Arnold, Douglas L., Elliott, Colm, Liu, Dawei, Jiang, Xiaotong, Gafson, Arie, Fisher, Elizabeth, Belachew, Shibeshih Mitiku, Paragios, Nikos

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EnzyNet: enzyme classification using 3D convolutional neural networks on spatial representation von Amidi, Afshine, Amidi, Shervine, Vlachakis, Dimitrios, Megalooikonomou, Vasileios, Paragios, Nikos, Zacharaki, Evangelia I

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A Framework for Efficient Structured Max-Margin Learning of High-Order MRF Models von Komodakis, Nikos, Bo Xiang, Paragios, Nikos

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A Probabilistic Atlas of Diffuse WHO Grade II Glioma Locations in the Brain von Parisot, Sarah, Darlix, Amélie, Baumann, Cédric, Zouaoui, Sonia, Yordanova, Yordanka, Blonski, Marie, Rigau, Valérie, Chemouny, Stéphane, Taillandier, Luc, Bauchet, Luc, Duffau, Hugues, Paragios, Nikos

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Deep Learning-Based Concurrent Brain Registration and Tumor Segmentation von 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

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Data fusion through cross-modality metric learning using similarity-sensitive hashing von Bronstein, M M, Bronstein, A M, Michel, F, Paragios, N

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Automatic AI-based contouring of prostate MRI for online adaptive radiotherapy von Nachbar, Marcel, lo Russo, Monica, Gani, Cihan, Boeke, Simon, Wegener, Daniel, Paulsen, Frank, Zips, Daniel, Roque, Thais, Paragios, Nikos, Thorwarth, Daniela

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Geodesic active regions and level set methods for motion estimation and tracking von Paragios, Nikos, Deriche, Rachid

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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 von 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

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A multi-centric evaluation of self-learning GAN based pseudo-CT generation software for low field pelvic magnetic resonance imaging von 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

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MRF Optimization via Dual Decomposition: Message-Passing Revisited von Komodakis, N., Paragios, N., Tziritas, G.

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Automatic single- and multi-label enzymatic function prediction by machine learning von Amidi, Shervine, Amidi, Afshine, Vlachakis, Dimitrios, Paragios, Nikos, Zacharaki, Evangelia I

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Segmentation of building facades using procedural shape priors von Teboul, Olivier, Simon, Loïc, Koutsourakis, Panagiotis, Paragios, Nikos

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Dosimetric Evaluation of Dose Calculation Uncertainties for MR-Only Approaches in Prostate MR-Guided Radiotherapy von Coric, Ivan, Shreshtha, Kumar, Roque, Thais, Paragios, Nikos, Gani, Cihan, Zips, Daniel, Thorwarth, Daniela, Nachbar, Marcel

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