| Segmentation of retinal blood vessels by combining the detection of centerlines and morphological reconstruction AM Mendonca, A Campilho IEEE transactions on medical imaging 25 (9), 1200-1213, 2006 | 1240 | 2006 |
| End-to-end adversarial retinal image synthesis P Costa, A Galdran, MI Meyer, M Niemeijer, M Abràmoff, AM Mendonça, ... IEEE transactions on medical imaging 37 (3), 781-791, 2017 | 475 | 2017 |
| Idrid: Diabetic retinopathy–segmentation and grading challenge P Porwal, S Pachade, M Kokare, G Deshmukh, J Son, W Bae, L Liu, ... Medical image analysis 59, 101561, 2020 | 312 | 2020 |
| An automatic graph-based approach for artery/vein classification in retinal images B Dashtbozorg, AM Mendonça, A Campilho IEEE Transactions on Image Processing 23 (3), 1073-1083, 2013 | 249 | 2013 |
| E-cadherin and adherens-junctions stability in gastric carcinoma: functional implications of glycosyltransferases involving N-glycan branching biosynthesis, N … SS Pinho, J Figueiredo, J Cabral, S Carvalho, J Dourado, A Magalhães, ... Biochimica et Biophysica Acta (BBA)-General Subjects 1830 (3), 2690-2700, 2013 | 171 | 2013 |
| Towards adversarial retinal image synthesis P Costa, A Galdran, MI Meyer, MD Abramoff, M Niemeijer, AM Mendonça, ... arXiv preprint arXiv:1701.08974, 2017 | 152 | 2017 |
| Cell nuclei and cytoplasm joint segmentation using the sliding band filter P Quelhas, M Marcuzzo, AM Mendonca, A Campilho IEEE Transactions on Medical Imaging 29 (8), 1463-1473, 2010 | 147 | 2010 |
| DR| GRADUATE: Uncertainty-aware deep learning-based diabetic retinopathy grading in eye fundus images T Araújo, G Aresta, L Mendonça, S Penas, C Maia, Â Carneiro, ... Medical Image Analysis 63, 101715, 2020 | 125 | 2020 |
| Optic disc segmentation using the sliding band filter B Dashtbozorg, AM Mendonça, A Campilho Computers in biology and medicine 56, 1-12, 2015 | 124 | 2015 |
| Data-driven color augmentation techniques for deep skin image analysis A Galdran, A Alvarez-Gila, MI Meyer, CL Saratxaga, T Araújo, E Garrote, ... arXiv preprint arXiv:1703.03702, 2017 | 97 | 2017 |
| Automatic localization of the optic disc by combining vascular and intensity information AM Mendonça, A Sousa, L Mendonça, A Campilho Computerized medical imaging and graphics 37 (5-6), 409-417, 2013 | 93 | 2013 |
| Automatic segmentation of microaneurysms in retinal angiograms of diabetic patients AM Mendonca, AJ Campilho, JM Nunes Proceedings 10th International Conference on Image Analysis and Processing …, 1999 | 69 | 1999 |
| Data augmentation for improving proliferative diabetic retinopathy detection in eye fundus images T Araújo, G Aresta, L Mendonça, S Penas, C Maia, A Carneiro, ... IEEE access 8, 182462-182474, 2020 | 62 | 2020 |
| Conventional filtering versus u-net based models for pulmonary nodule segmentation in ct images J Rocha, A Cunha, AM Mendonça Journal of Medical Systems 44 (4), 81, 2020 | 57 | 2020 |
| A pixel-wise distance regression approach for joint retinal optical disc and fovea detection MI Meyer, A Galdran, AM Mendonça, A Campilho Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018 | 57 | 2018 |
| Detection of lung nodule candidates in chest radiographs CS Pereira, H Fernandes, AM Mendonça, A Campilho Pattern Recognition and Image Analysis: Third Iberian Conference, IbPRIA …, 2007 | 52 | 2007 |
| Microaneurysm detection in color eye fundus images for diabetic retinopathy screening T Melo, AM Mendonça, A Campilho Computers in biology and medicine 126, 103995, 2020 | 48 | 2020 |
| Fibronectin-mediated endothelialisation of chitosan porous matrices IF Amaral, RE Unger, S Fuchs, AM Mendonça, SR Sousa, MA Barbosa, ... Biomaterials 30 (29), 5465-5475, 2009 | 47 | 2009 |
| Automated Arabidopsis plant root cell segmentation based on SVM classification and region merging M Marcuzzo, P Quelhas, A Campilho, AM Mendonça, A Campilho Computers in Biology and Medicine 39 (9), 785-793, 2009 | 44 | 2009 |
| EyeWes: weakly supervised pre-trained convolutional neural networks for diabetic retinopathy detection P Costa, T Araújo, G Aresta, A Galdran, AM Mendonça, A Smailagic, ... 2019 16th international conference on machine vision applications (MVA), 1-6, 2019 | 40 | 2019 |
Aurelio CampilhoEmeritus Professor, University of Porto and INESC TECVerified email at fe.up.pt