| 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 | 1530 | 2018 |
| Bcn20000: Dermoscopic lesions in the wild M Combalia, NCF Codella, V Rotemberg, B Helba, V Vilaplana, O Reiter, ... arXiv preprint arXiv:1908.02288, 2019 | 361 | 2019 |
| Standardized assessment of automatic segmentation of white matter hyperintensities and results of the WMH segmentation challenge HJ Kuijf, JM Biesbroek, J De Bresser, R Heinen, S Andermatt, M Bento, ... IEEE transactions on medical imaging 38 (11), 2556-2568, 2019 | 222 | 2019 |
| Benchmark on automatic six-month-old infant brain segmentation algorithms: the iSeg-2017 challenge L Wang, D Nie, G Li, É Puybareau, J Dolz, Q Zhang, F Wang, J Xia, Z Wu, ... IEEE transactions on medical imaging 38 (9), 2219-2230, 2019 | 166 | 2019 |
| Binary partition trees for object detection V Vilaplana, F Marques, P Salembier IEEE Transactions on Image Processing 17 (11), 2201-2216, 2008 | 144 | 2008 |
| Multi-modal deep learning for Fuji apple detection using RGB-D cameras and their radiometric capabilities J Gené-Mola, V Vilaplana, JR Rosell-Polo, JR Morros, J Ruiz-Hidalgo, ... Computers and Electronics in Agriculture 162, 689-698, 2019 | 120 | 2019 |
| Fruit detection and 3D location using instance segmentation neural networks and structure-from-motion photogrammetry J Gené-Mola, R Sanz-Cortiella, JR Rosell-Polo, JR Morros, ... Computers and Electronics in Agriculture 169, 105165, 2020 | 106 | 2020 |
| Brain MRI super-resolution using 3D generative adversarial networks I Sánchez, V Vilaplana First International Conference on Medical Imaging with Deep Learning, MIDL 2018, 2018 | 103 | 2018 |
| Fruit detection in an apple orchard using a mobile terrestrial laser scanner J Gené-Mola, E Gregorio, J Guevara, F Auat, R Sanz-Cortiella, A Escolà, ... Biosystems engineering 187, 171-184, 2019 | 92 | 2019 |
| Uncertainty estimation in deep neural networks for dermoscopic image classification M Combalia, F Hueto, S Puig, J Malvehy, V Vilaplana Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020 | 62 | 2020 |
| Super-resolution of sentinel-2 imagery using generative adversarial networks L Salgueiro Romero, J Marcello, V Vilaplana Remote Sensing 12 (15), 2424, 2020 | 57 | 2020 |
| 3D Convolutional Neural Networks for Brain Tumor Segmentation: a comparison of multi-resolution architectures A Casamitjana, S Puch, A Aduriz, V Vilaplana International Workshop on Brainlesion: Glioma, Multiple Sclerosis, Stroke …, 2016 | 52 | 2016 |
| Las mancomunidades en España PR Figueras, C Haas, CA Capdevila Boletín de la Asociación de Geógrafos Españoles, 2005 | 51 | 2005 |
| Cascaded V-Net Using ROI Masks for Brain Tumor Segmentation A Casamitjana, M Catà, I Sánchez, M Combalia, V Vilaplana International MICCAI Brainlesion Workshop, 381-391, 2017 | 50 | 2017 |
| 3d convolutional networks for brain tumor segmentation A Casamitjana, S Puch, A Aduriz, E Sayrol, V Vilaplana Proceedings of the MICCAI Challenge on Multimodal Brain Tumor Image …, 2016 | 49 | 2016 |
| Face segmentation and tracking based on connected operators and partition projection F Marqués, V Vilaplana Pattern Recognition 35 (3), 601-614, 2002 | 37 | 2002 |
| BCN20000: Dermoscopic lesions in the wild. arXiv 2019 M Combalia, NC Codella, V Rotemberg, B Helba, V Vilaplana, O Reiter, ... arXiv preprint arXiv:1908.02288, 1908 | 35 | 1908 |
| Leishmaniasis parasite segmentation and classification using deep learning M Górriz, A Aparicio, B Raventós, V Vilaplana, E Sayrol, D López-Codina Articulated Motion and Deformable Objects: 10th International Conference …, 2018 | 34 | 2018 |
| BCN20000: dermoscopic lesions in the wild (2019) M Combalia, NC Codella, V Rotemberg, B Helba, V Vilaplana, O Reiter, ... arXiv preprint arXiv:1908.02288, 2019 | 30 | 2019 |
| MRI Brain Tumor Segmentation and Uncertainty Estimation Using 3D-UNet Architectures L Mora, V Vilaplana BrainLes2020. Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic …, 2021 | 29* | 2021 |
Ferran Marquesprofesor de telecomunicaciones (UPC)Verified email at upc.edu
