A multi-organ nucleus segmentation challenge N Kumar, R Verma, D Anand, Y Zhou, OF Onder, E Tsougenis, H Chen, ... IEEE transactions on medical imaging 39 (5), 1380-1391, 2019 | 401 | 2019 |
Retinal image synthesis and semi-supervised learning for glaucoma assessment A Diaz-Pinto, A Colomer, V Naranjo, S Morales, Y Xu, AF Frangi IEEE transactions on medical imaging 38 (9), 2211-2218, 2019 | 190 | 2019 |
Consumer neuroscience-based metrics predict recall, liking and viewing rates in online advertising J Guixeres, E Bigné, JM Ausin Azofra, M Alcaniz Raya, ... Frontiers in psychology 8, 1808, 2017 | 141 | 2017 |
Going deeper through the Gleason scoring scale: An automatic end-to-end system for histology prostate grading and cribriform pattern detection J Silva-Rodríguez, A Colomer, MA Sales, R Molina, V Naranjo Computer methods and programs in biomedicine 195, 105637, 2020 | 103 | 2020 |
Retinal disease screening through local binary patterns S Morales, K Engan, V Naranjo, A Colomer IEEE journal of biomedical and health informatics 21 (1), 184-192, 2015 | 91 | 2015 |
A comparison of physiological signal analysis techniques and classifiers for automatic emotional evaluation of audiovisual contents A Colomer Granero, F Fuentes-Hurtado, V Naranjo Ornedo, ... Frontiers in computational neuroscience 10, 74, 2016 | 77* | 2016 |
Detection of early signs of diabetic retinopathy based on textural and morphological information in fundus images A Colomer, J Igual, V Naranjo Sensors 20 (4), 1005, 2020 | 71 | 2020 |
WeGleNet: A weakly-supervised convolutional neural network for the semantic segmentation of Gleason grades in prostate histology images J Silva-Rodríguez, A Colomer, V Naranjo Computerized Medical Imaging and Graphics 88, 101846, 2021 | 42 | 2021 |
Glaucoma detection from raw SD-OCT volumes: a novel approach focused on spatial dependencies G García, A Colomer, V Naranjo Computer methods and programs in biomedicine 200, 105855, 2021 | 37 | 2021 |
Self-learning for weakly supervised gleason grading of local patterns J Silva-Rodriguez, A Colomer, J Dolz, V Naranjo IEEE journal of biomedical and health informatics 25 (8), 3094-3104, 2021 | 37 | 2021 |
A new optical density granulometry-based descriptor for the classification of prostate histological images using shallow and deep Gaussian processes AE Esteban, M López-Pérez, A Colomer, MA Sales, R Molina, V Naranjo Computer methods and programs in biomedicine 178, 303-317, 2019 | 34 | 2019 |
An attention-based weakly supervised framework for spitzoid melanocytic lesion diagnosis in whole slide images R Del Amor, L Launet, A Colomer, A Moscardó, A Mosquera-Zamudio, ... Artificial intelligence in medicine 121, 102197, 2021 | 31 | 2021 |
Automatic segmentation of epidermis and hair follicles in optical coherence tomography images of normal skin by convolutional neural networks R Del Amor, S Morales, A Colomer, M Mogensen, M Jensen, ... Frontiers in Medicine 7, 220, 2020 | 28 | 2020 |
Circumpapillary OCT-focused hybrid learning for glaucoma grading using tailored prototypical neural networks G García, R Del Amor, A Colomer, R Verdú-Monedero, ... Artificial Intelligence in Medicine 118, 102132, 2021 | 23 | 2021 |
First-stage prostate cancer identification on histopathological images: Hand-driven versus automatic learning G García, A Colomer, V Naranjo Entropy 21 (4), 356, 2019 | 23 | 2019 |
Automatic evaluation of degree of cleanliness in capsule endoscopy based on a novel CNN architecture R Noorda, A Nevárez, A Colomer, V Pons Beltrán, V Naranjo Scientific Reports 10 (1), 17706, 2020 | 22 | 2020 |
A deep embedded refined clustering approach for breast cancer distinction based on DNA methylation R Amor, A Colomer, C Monteagudo, V Naranjo Neural Computing and Applications, 1-13, 2022 | 21 | 2022 |
Glaucoma detection from raw circumpapillary OCT images using fully convolutional neural networks G García, R del Amor, A Colomer, V Naranjo 2020 IEEE international conference on image processing (ICIP), 2526-2530, 2020 | 18 | 2020 |
Residual block convolutional auto encoder in content-based medical image retrieval Z Tabatabaei, A Colomer, K Engan, J Oliver, V Naranjo 2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop …, 2022 | 16 | 2022 |
Gleason grading of histology prostate images through semantic segmentation via residual u-net A Kalapahar, J Silva-Rodríguez, A Colomer, F López-Mir, V Naranjo 2020 IEEE International Conference on Image Processing (ICIP), 2501-2505, 2020 | 16 | 2020 |