Robust retinal vessel segmentation via locally adaptive derivative frames in orientation scores J Zhang, B Dashtbozorg, E Bekkers, JPW Pluim, R Duits, ...
IEEE transactions on medical imaging 35 (12), 2631-2644, 2016
433 2016 Geometric and physical quantities improve e (3) equivariant message passing J Brandstetter, R Hesselink, E van der Pol, EJ Bekkers, M Welling
International Conference on Learning Representations (ICLR 2021), 2021
234 2021 Roto-translation covariant convolutional networks for medical image analysis EJ Bekkers, MW Lafarge, M Veta, KAJ Eppenhof, JPW Pluim, R Duits
International conference on medical image computing and computer-assisted …, 2018
217 2018 B-Spline CNNs on Lie groups EJ Bekkers
International Conference on Learning Representations (ICLR 2019), 2019
155 2019 A multi-orientation analysis approach to retinal vessel tracking E Bekkers, R Duits, T Berendschot, B ter Haar Romeny
Journal of Mathematical Imaging and Vision 49, 583-610, 2014
155 2014 Ckconv: Continuous kernel convolution for sequential data DW Romero, A Kuzina, EJ Bekkers, JM Tomczak, M Hoogendoorn
arXiv preprint arXiv:2102.02611, 2021
140 2021 Retinal vessel delineation using a brain-inspired wavelet transform and random forest J Zhang, Y Chen, E Bekkers, M Wang, B Dashtbozorg, ...
Pattern Recognition 69, 107-123, 2017
129 2017 Artificial intelligence for science in quantum, atomistic, and continuum systems X Zhang, L Wang, J Helwig, Y Luo, C Fu, Y Xie, M Liu, Y Lin, Z Xu, K Yan, ...
arXiv preprint arXiv:2307.08423, 2023
116 2023 Attentive group equivariant convolutional networks D Romero, E Bekkers, J Tomczak, M Hoogendoorn
International Conference on Machine Learning, 8188-8199, 2020
98 2020 Flexconv: Continuous kernel convolutions with differentiable kernel sizes DW Romero, RJ Bruintjes, JM Tomczak, EJ Bekkers, M Hoogendoorn, ...
arXiv preprint arXiv:2110.08059, 2021
97 2021 Roto-translation equivariant convolutional networks: Application to histopathology image analysis MW Lafarge, EJ Bekkers, JPW Pluim, R Duits, M Veta
Medical Image Analysis 68, 101849, 2021
92 2021 A PDE Approach to Data-Driven Sub-Riemannian Geodesics in EJ Bekkers, R Duits, A Mashtakov, GR Sanguinetti
SIAM Journal on Imaging Sciences 8 (4), 2740-2770, 2015
85 2015 Reliability of using retinal vascular fractal dimension as a biomarker in the diabetic retinopathy detection F Huang, B Dashtbozorg, J Zhang, E Bekkers, S Abbasi-Sureshjani, ...
Journal of ophthalmology 2016 (1), 6259047, 2016
84 2016 PDE-based group equivariant convolutional neural networks BMN Smets, J Portegies, EJ Bekkers, R Duits
Journal of Mathematical Imaging and Vision 65 (1), 209-239, 2023
66 2023 Automatic detection of vascular bifurcations and crossings in retinal images using orientation scores S Abbasi-Sureshjani, I Smit-Ockeloen, E Bekkers, B Dashtbozorg, ...
2016 IEEE 13th international symposium on biomedical imaging (ISBI), 189-192, 2016
62 2016 Crossing-preserving multi-scale vesselness J Hannink, R Duits, E Bekkers
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2014: 17th …, 2014
59 * 2014 Brain-inspired algorithms for retinal image analysis BM ter Haar Romeny, EJ Bekkers, J Zhang, S Abbasi-Sureshjani, ...
Machine Vision and Applications 27, 1117-1135, 2016
36 2016 Curvature based biomarkers for diabetic retinopathy via exponential curve fits in SE (2) EJ Bekkers, J Zhang, R Duits, BM ter Haar Romeny
Proceedings of the Ophthalmic Medical Image Analysis: Third International …, 2015
36 2015 Design and processing of invertible orientation scores of 3D images MHJ Janssen, AJEM Janssen, EJ Bekkers, JO Bescós, R Duits
Journal of mathematical imaging and vision 60, 1427-1458, 2018
34 2018 Tracking of Lines in Spherical Images via Sub-Riemannian Geodesics in A Mashtakov, R Duits, Y Sachkov, EJ Bekkers, I Beschastnyi
Journal of mathematical imaging and vision 58, 239-264, 2017
34 2017