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 | 55 | 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 | 26 | 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, 2021 | 19 | 2021 |
Predicting the success of blastocyst implantation from morphokinetic parameters estimated through CNNs and sum of absolute differences J Silva-Rodríguez, A Colomer, M Meseguer, V Naranjo EUSIPCO, 2019 | 12 | 2019 |
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 ICIP, 2020 | 11 | 2020 |
Prostate gland segmentation in histology images via residual and multi-resolution U-Net J Silva-Rodríguez, E Payá-Bosch, G García, A Colomer, V Naranjo IDEAL, 2020 | 10 | 2020 |
Efficient cancer classification by coupling semi supervised and multiple instance learning A Schmidt, J Silva-Rodríguez, R Molina, V Naranjo IEEE Access 10, 9763-9773, 2022 | 6 | 2022 |
Constrained unsupervised anomaly segmentation J Silva-Rodríguez, V Naranjo, J Dolz Medical Image Analysis 80, 102526, 2022 | 4 | 2022 |
Looking at the whole picture: constrained unsupervised anomaly segmentation J Silva-Rodríguez, V Naranjo, J Dolz BMVC, 2021 | 3 | 2021 |
Acoustic echo cancellation using residual U-Nets J Silva-Rodríguez, MF Dolz, M Ferrer, A Castelló, V Naranjo, G Piñero arXiv preprint arXiv:2109.09686, 2021 | 2 | 2021 |
Transductive few-shot adapters for medical image segmentation J Silva-Rodríguez, J Dolz, IB Ayed arXiv preprint arXiv:2303.17051, 2023 | 1 | 2023 |
HistoColAi: An Open-Source Web Platform for Collaborative Digital Histology Image Annotation with AI-Driven Predictive Integration CC Pulgarín-Ospina, R del Amor, A Colomera, J Silva-Rodríguez, ... arXiv preprint arXiv:2307.07525, 2023 | | 2023 |
Labeling confidence for uncertainty-aware histology image classification R Del Amor, J Silva-Rodríguez, V Naranjo Computerized Medical Imaging and Graphics, 102231, 2023 | | 2023 |
Learning from limited labelled data: contributions to weak, few-shot, and unsupervised learning JJ Silva Rodríguez PhD Thesis, 2022 | | 2022 |
Challenging Mitosis Detection Algorithms: Global Labels Allow Centroid Localization C Fernandez-Martín, U Kiraz, J Silva-Rodríguez, S Morales, EAM Janssen, ... IDEAL, 2022 | | 2022 |
Conditional Generative Adversarial Networks for Acoustic Echo Cancellation F Pastor-Naranjo, R Del Amor, J Silva-Rodríguez, M Ferrer, G Piñero, ... EUSIPCO, 2022 | | 2022 |
Supervised contrastive learning-guided prototypes on axle-box accelerations for railway crossing inspections J Silva-Rodríguez, P Salvador, V Naranjo, R Insa Expert Systems with Applications 207, 117946, 2022 | | 2022 |
Proportion constrained weakly supervised histopathology image classification J Silva-Rodrguez, A Schmidt, MA Sales, R Molina, V Naranjo Computers in Biology and Medicine 147, 105714, 2022 | | 2022 |