| 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 (CMPB), 2020 | 88 | 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 (CMIG), 2021 | 42 | 2021 |
| 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 (JBHI), 2021 | 37 | 2021 |
| Constrained unsupervised anomaly segmentation J Silva-Rodríguez, V Naranjo, J Dolz Medical Image Analysis (MedIA), 2022 | 17 | 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 IEEE International Conference on Image Processing (ICIP), 2020 | 16 | 2020 |
| Efficient Cancer Classification by Coupling Semi Supervised and Multiple Instance Learning A Schmidt, J Silva-Rodríguez, R Molina, V Naranjo IEEE Access, 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 |
| 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 | 13 | 2019 |
| Proportion constrained weakly supervised histopathology image classification J Silva-Rodríguez, A Schmidt, MA Sales, R Molina, V Naranjo Computers in Biology and Medicine (CIBM), 2022 | 7 | 2022 |
| Looking at the whole picture: constrained unsupervised anomaly segmentation J Silva-Rodríguez, V Naranjo, J Dolz British Machine Vision Conference (BMVC), 2021 | 6 | 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, IB Ayed ArXiv Preprint, 2023 | 5 | 2023 |
| Labeling confidence for uncertainty-aware histology image classification R Del Amor, J Silva-Rodríguez, V Naranjo Computerized Medical Imaging and Graphics (CMIG), 2023 | 5 | 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 (ESWA), 2022 | 4 | 2022 |
| Towards foundation models and few-shot parameter-efficient fine-tuning for volumetric organ segmentation J Silva-Rodríguez, J Dolz, I Ben Ayed MICCAI Workshop on foundation models for general medical AI (Best Paper Award), 2023 | 3* | 2023 |
| A Closer Look at the Few-Shot Adaptation of Large Vision-Language Models J Silva-Rodríguez, S Hajimiri, IB Ayed, J Dolz IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024 | 2 | 2024 |
| HistoColAi: An Open-Source Web Platform for Collaborative Digital Histology Image Annotation with AI-Driven Predictive Integration CC Pulgarín-Ospina, R del Amor, A Colomer, J Silva-Rodríguez, ... ArXiv Preprint, 2023 | 2 | 2023 |
| Conditional Generative Adversarial Networks for Acoustic Echo Cancellation F Pastor-Naranjo, R Del Amor, J Silva-Rodríguez, M Ferrer, G Piñero, ... European Signal Processing Conference (EUSIPCO), 2022 | 2 | 2022 |
| Acoustic Echo Cancellation Using Residual U-Nets J Silva-Rodríguez, MF Dolz, M Ferrer, A Castelló, V Naranjo, G Piñero ArXiv Preprint, 2021 | 2 | 2021 |
| 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 (CMIG), 2024 | 1 | 2024 |
| Challenging Mitosis Detection Algorithms: Global Labels Allow Centroid Localization C Fernandez-Martín, U Kiraz, J Silva-Rodríguez, S Morales, EAM Janssen, ... IDEAL (Best Paper Award), 2022 | 1 | 2022 |
Valery NaranjoUniversidad Politécncia de ValenciaVerified email at labhuman.i3bh.es
