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 | 1843 | 2018 |
Deformable medical image registration: A survey A Sotiras, C Davatzikos, N Paragios IEEE transactions on medical imaging 32 (7), 1153-1190, 2013 | 1819 | 2013 |
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 | 1655 | 2000 |
Geometric level set methods in imaging, vision, and graphics S Osher, N Paragios Springer Science & Business Media, 2003 | 1133 | 2003 |
Geodesic active regions and level set methods for supervised texture segmentation N Paragios, R Deriche International Journal of Computer Vision 46, 223-247, 2002 | 1124 | 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 | 939 | 2018 |
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 | 866 | 2004 |
Shape priors for level set representations M Rousson, N Paragios Computer Vision—ECCV 2002: 7th European Conference on Computer Vision …, 2002 | 764 | 2002 |
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 | 636 | 2017 |
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 | 596 | 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 | 563 | 2008 |
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 | 554 | 2010 |
Handbook of mathematical models in computer vision N Paragios, Y Chen, OD Faugeras Springer Science & Business Media, 2006 | 539 | 2006 |
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 | 511 | 2011 |
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 | 457 | 2011 |
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 | 431 | 2003 |
Gradient vector flow fast geodesic active contours N Paragios, O Mellina-Gottardo, V Ramesh Proceedings Eighth IEEE International Conference on Computer Vision. ICCV …, 2001 | 430 | 2001 |
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 | 423 | 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 | 399 | 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 | 358 | 2003 |