| 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 | 158 | 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 | 52 | 2021 |
| A Foundation Language-Image Model of the Retina (FLAIR): Encoding Expert Knowledge in Text Supervision J Silva-Rodríguez, H Chakor, R Kobbi, J Dolz, I Ben Ayed Medical Image Analysis 99, 103357, 2025 | 47 | 2025 |
| Self-Learning for Weakly Supervised Gleason Grading of Local Patterns J Silva-Rodríguez, A Colomer, J Dolz, V Naranjo IEEE Journal of Biomedical and Health Informatics 25 (8), 3094 - 3104, 2021 | 45 | 2021 |
| A Closer Look at the Few-Shot Adaptation of Large Vision-Language Models J Silva-Rodríguez, S Hajimiri, I Ben Ayed, J Dolz IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024 | 42 | 2024 |
| Constrained Unsupervised Anomaly Segmentation J Silva-Rodríguez, V Naranjo, J Dolz Medical Image Analysis 80, 102526, 2022 | 31 | 2022 |
| 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 | 22 | 2022 |
| 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 European Signal Processing Conference (EUSIPCO), 2019 | 18 | 2019 |
| Towards Foundation Models and Few-Shot Parameter-Efficient Fine-Tuning for Volumetric Organ Segmentation J Silva-Rodríguez, J Dolz, I Ben Ayed Medical Image Analysis 103, 103596, 2025 | 17* | 2025 |
| 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 IEEE International Conference on Image Processing (ICIP), 2020 | 17 | 2020 |
| Proportion Constrained Weakly Supervised Histopathology Image Classification J Silva-Rodríguez, A Schmidt, MA Sales, R Molina, V Naranjo Computers in Biology and Medicine 147, 105714, 2022 | 13 | 2022 |
| 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 - Best Paper Award, 2020 | 13 | 2020 |
| Uninformed Teacher-Student for Hard-Samples Distillation in Weakly Supervised Mitosis Localization C Fernandez-Martín, J Silva-Rodríguez, U Kiraz, S Morales, EAM Janssen, ... Computerized Medical Imaging and Graphics 112, 102328, 2024 | 9 | 2024 |
| Labeling Confidence for Uncertainty-Aware Histology Image Classification R Del Amor, J Silva-Rodríguez, V Naranjo Computerized Medical Imaging and Graphics 107, 102231, 2023 | 8 | 2023 |
| 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 | 8 | 2022 |
| Looking at the whole picture: constrained unsupervised anomaly segmentation J Silva-Rodríguez, V Naranjo, J Dolz British Machine Vision Conference (BMVC), 2021 | 8 | 2021 |
| Robust Calibration of Large Vision-Language Adapters B Murugesan, J Silva-Rodríguez, I Ben Ayed, J Dolz European Conference on Computer Vision (ECCV), 2024 | 7 | 2024 |
| Few-Shot Adaptation of Medical Vision-Language Models F Shakeri, Y Huang, J Silva-Rodríguez, H Bahig, A Tang, J Dolz, ... Medical Image Computing and Computer Assisted Intervention (MICCAI) - Spotlight, 2024 | 5 | 2024 |
| HistoColAi: An Open-Source Web Platform for Collaborative Digital Histology Image Annotation with AI-Driven Predictive Integration CC Pulgarín-Ospina, R del Amor, J Silva-Rodríguez, A Colomer, ... Computer Methods and Programs in Biomedicine 260, 108577, 2023 | 5 | 2023 |
| Are foundation models for computer vision good conformal predictors? L Fillioux, J Silva-Rodríguez, I Ben Ayed, PH Cournède, M Vakalopoulou, ... arXiv preprint arXiv:2412.06082, 2024 | 2 | 2024 |
Jose DolzAssociate Professor, ETS MontrealVerified email at etsmtl.ca
