| Scalable kernels for graphs with continuous attributes A Feragen, N Kasenburg, J Petersen, M de Bruijne, K Borgwardt Advances in neural information processing systems 26, 2013 | 183 | 2013 |
| Segmentation of roots in soil with U-Net AG Smith, J Petersen, R Selvan, CR Rasmussen Plant Methods 16 (1), 1-15, 2020 | 94 | 2020 |
| Developing and validating COVID-19 adverse outcome risk prediction models from a bi-national European cohort of 5594 patients E Jimenez-Solem, TS Petersen, C Hansen, C Hansen, C Lioma, C Igel, ... Scientific reports 11 (1), 1-12, 2021 | 67 | 2021 |
| Diagnosis of bronchiectasis and airway wall thickening in children with cystic fibrosis: objective airway-artery quantification W Kuo, M de Bruijne, J Petersen, K Nasserinejad, H Ozturk, Y Chen, ... European radiology 27, 4680-4689, 2017 | 58 | 2017 |
| RootPainter: deep learning segmentation of biological images with corrective annotation AG Smith, E Han, J Petersen, NAF Olsen, C Giese, M Athmann, ... New Phytologist 236 (2), 774-791, 2022 | 57 | 2022 |
| Tree-space statistics and approximations for large-scale analysis of anatomical trees A Feragen, M Owen, J Petersen, MMW Wille, LH Thomsen, A Dirksen, ... Information Processing in Medical Imaging, 74-85, 2013 | 53 | 2013 |
| Visual assessment of early emphysema and interstitial abnormalities on CT is useful in lung cancer risk analysis MMW Wille, LH Thomsen, J Petersen, M de Bruijne, A Dirksen, ... European radiology 26, 487-494, 2016 | 48 | 2016 |
| Automatic airway–artery analysis on lung CT to quantify airway wall thickening and bronchiectasis A Perez‐Rovira, W Kuo, J Petersen, HAWM Tiddens, M De Bruijne Medical physics 43 (10), 5736-5744, 2016 | 44 | 2016 |
| Carotid artery wall segmentation in multispectral MRI by coupled optimal surface graph cuts AM Arias-Lorza, J Petersen, A van Engelen, M Selwaness, A van der Lugt, ... IEEE transactions on medical imaging 35 (3), 901-911, 2015 | 44 | 2015 |
| Optimal surface segmentation using flow lines to quantify airway abnormalities in chronic obstructive pulmonary disease J Petersen, M Nielsen, P Lo, LH Nordenmark, JH Pedersen, MMW Wille, ... Medical image analysis 18 (3), 531-541, 2014 | 44 | 2014 |
| Emphysema progression is visually detectable in low-dose CT in continuous but not in former smokers MMW Wille, LH Thomsen, A Dirksen, J Petersen, JH Pedersen, ... European radiology 24, 2692-2699, 2014 | 40 | 2014 |
| Optimal graph based segmentation using flow lines with application to airway wall segmentation J Petersen, M Nielsen, P Lo, Z Saghir, A Dirksen, M De Bruijne Information Processing in Medical Imaging, 49-60, 2011 | 39 | 2011 |
| Geodesic atlas-based labeling of anatomical trees: Application and evaluation on airways extracted from CT A Feragen, J Petersen, M Owen, P Lo, LH Thomsen, MMW Wille, ... IEEE transactions on medical imaging 34 (6), 1212-1226, 2014 | 28* | 2014 |
| A hierarchical scheme for geodesic anatomical labeling of airway trees. A Feragen, J Petersen, M Owen, P Lo, LH Thomsen, MMW Wille, ... MICCAI (3), 147-155, 2012 | 28 | 2012 |
| Carotid artery lumen segmentation in 3D free-hand ultrasound images using surface graph cuts AMA Lorza, DDB Carvalho, J Petersen, AC van Dijk, A van der Lugt, ... Medical Image Computing and Computer-Assisted Intervention–MICCAI 2013: 16th …, 2013 | 23 | 2013 |
| Extraction of airways using graph neural networks R Selvan, T Kipf, M Welling, JH Pedersen, J Petersen, M de Bruijne arXiv preprint arXiv:1804.04436, 2018 | 22 | 2018 |
| Graph refinement based airway extraction using mean-field networks and graph neural networks R Selvan, T Kipf, M Welling, AGU Juarez, JH Pedersen, J Petersen, ... Medical image analysis 64, 101751, 2020 | 21 | 2020 |
| Effect of inspiration on airway dimensions measured in maximal inspiration CT images of subjects without airflow limitation J Petersen, MMW Wille, LL Rakêt, A Feragen, JH Pedersen, M Nielsen, ... European radiology 24, 2319-2325, 2014 | 21 | 2014 |
| Quantitative analysis of airway abnormalities in CT J Petersen, P Lo, M Nielsen, G Edula, H Ashraf, A Dirksen, M de Bruijne Medical Imaging 2010: Computer-Aided Diagnosis 7624, 513-524, 2010 | 18 | 2010 |
| Geometric tree kernels: Classification of COPD from airway tree geometry A Feragen, J Petersen, D Grimm, A Dirksen, JH Pedersen, K Borgwardt, ... Information Processing in Medical Imaging: 23rd International Conference …, 2013 | 17 | 2013 |
Marleen de BruijneProfessor of AI in Medical Image Analysis; Erasmus MC Rotterdam and University of CopenhagenVerified email at diku.dk
