Nikos Paragios

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Nikos KomodakisAssistant Professor, Computer Science Department, University of CreteVerified email at csd.uoc.gr
Maria VakalopoulouAssistant Professor at CentraleSupélecVerified email at centralesupelec.fr
Rachid DericheInria Research Director - Athena Project Team LeaderVerified email at inria.fr
Georgios TziritasUniversity of CreteVerified email at csd.uoc.gr
Aristeidis SotirasAssistant Professor, Washington UniversityVerified email at wustl.edu
S osherVerified email at math.ucla.edu
Roger SUNRadiation Oncology & Radiomics team, INSERM U1030, Gustave Roussy Cancer Center, ParisVerified email at gustaveroussy.fr
Ben GlockerImperial College LondonVerified email at imperial.ac.uk
Charlotte RobertGustave Roussy, VillejuifVerified email at gustaveroussy.fr
Chaohui WangLaboratoire d'Informatique Gaspard-Monge | Université Gustave Eiffel - CNRS - Ecole de PontsVerified email at u-pem.fr
Evangelia I. ZacharakiDep. of Radiation Oncology, University of Miami, USAVerified email at miami.edu
Nassir NavabProfessor of Computer Science, Technische Universität MünchenVerified email at cs.tum.edu
Konstantinos KarantzalosRemote Sensing Lab., National Technical University of AthensVerified email at central.ntua.gr
Dimitris SamarasStony Brook UniversityVerified email at cs.stonybrook.edu
Mikael RoussonSignalityVerified email at signality.com
Visvanathan RameshProfessor of Software Engineering (Vision Systems), Goethe University, FrankfurtVerified email at em.uni-frankfurt.de
Elaine LimkinGustave RoussyVerified email at gustaveroussy.fr
Christos DavatzikosDirector, AI2D Center for AI and Data Science for Integrated Diagnostics, Professor of Radiology/ESEVerified email at pennmedicine.upenn.edu
Rahmouni alainUniversité Paris-Est - CHU Henri Mondor - Assistance Publique-Hôpitaux de ParisVerified email at aphp.fr
Georg LangsMedical University of Vienna, CIR LabVerified email at meduniwien.ac.at

Nikos Paragios

Distinguished professor, CentraleSupélec, Université Paris-Saclay

Verified email at ecp.fr - Homepage

artificial intelligence computer vision machine learning medical imaging


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Geodesic active contours and level sets for the detection and tracking of moving objects N Paragios, R Deriche IEEE Transactions on pattern analysis and machine intelligence 22 (3), 266-280, 2000	1634	2000
Deformable medical image registration: A survey A Sotiras, C Davatzikos, N Paragios IEEE transactions on medical imaging 32 (7), 1153-1190, 2013	1612	2013
Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ... arXiv preprint arXiv:1811.02629, 2018	1267	2018
Geodesic active regions and level set methods for supervised texture segmentation N Paragios, R Deriche International Journal of Computer Vision 46, 223-247, 2002	1108	2002
Geometric level set methods in imaging, vision, and graphics S Osher, N Paragios Springer Science & Business Media, 2003	1094	2003
Motion-based background subtraction using adaptive kernel density estimation A Mittal, N Paragios Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision …, 2004	849	2004
Shape priors for level set representations M Rousson, N Paragios Computer Vision—ECCV 2002: 7th European Conference on Computer Vision …, 2002	757	2002
A radiomics approach to assess tumour-infiltrating CD8 cells and response to anti-PD-1 or anti-PD-L1 immunotherapy: an imaging biomarker, retrospective multicohort study R Sun, EJ Limkin, M Vakalopoulou, L Dercle, S Champiat, SR Han, ... The Lancet Oncology 19 (9), 1180-1191, 2018	699	2018
Geodesic active regions: A new framework to deal with frame partition problems in computer vision N Paragios, R Deriche Journal of Visual Communication and Image Representation 13 (1-2), 249-268, 2002	593	2002
Dense image registration through MRFs and efficient linear programming B Glocker, N Komodakis, G Tziritas, N Navab, N Paragios Medical image analysis 12 (6), 731-741, 2008	551	2008
Handbook of mathematical models in computer vision N Paragios, Y Chen, OD Faugeras Springer Science & Business Media, 2006	516	2006
Data fusion through cross-modality metric learning using similarity-sensitive hashing MM Bronstein, AM Bronstein, F Michel, N Paragios 2010 IEEE computer society conference on computer vision and pattern …, 2010	501	2010
Promises and challenges for the implementation of computational medical imaging (radiomics) in oncology EJ Limkin, R Sun, L Dercle, EI Zacharaki, C Robert, S Reuzé, ... Annals of Oncology 28 (6), 1191-1206, 2017	497	2017
Evaluation of registration methods on thoracic CT: the EMPIRE10 challenge K Murphy, B Van Ginneken, JM Reinhardt, S Kabus, K Ding, X Deng, ... IEEE transactions on medical imaging 30 (11), 1901-1920, 2011	474	2011
Gradient vector flow fast geodesic active contours N Paragios, O Mellina-Gottardo, V Ramesh Proceedings Eighth IEEE International Conference on Computer Vision. ICCV …, 2001	427	2001
A level set approach for shape-driven segmentation and tracking of the left ventricle N Paragios IEEE transactions on medical imaging 22 (6), 773-776, 2003	420	2003
DRAMMS: Deformable registration via attribute matching and mutual-saliency weighting Y Ou, A Sotiras, N Paragios, C Davatzikos Medical image analysis 15 (4), 622-639, 2011	411	2011
MRF energy minimization and beyond via dual decomposition N Komodakis, N Paragios, G Tziritas IEEE transactions on pattern analysis and machine intelligence 33 (3), 531-552, 2010	408	2010
MRF optimization via dual decomposition: Message-passing revisited N Komodakis, N Paragios, G Tziritas 2007 IEEE 11th International Conference on Computer Vision, 1-8, 2007	386	2007
Multiplicative denoising and deblurring: theory and algorithms S Osher, N Paragios, L Rudin, PL Lions, S Osher Geometric level set methods in imaging, vision, and graphics, 103-119, 2003	332	2003

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