Julio Silva-Rodríguez

According to our database, Julio Silva-Rodríguez authored at least 30 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

HRDC challenge: a public benchmark for hypertension and hypertensive retinopathy classification from fundus images.

Bo Qian, Xiangning Wang, Zhouyu Guan, Dawei Yang, An-ran Ran, Tingyao Li, Zheyuan Wang, Yang Wen, Xinming Shu, Jinyang Xie, Shichang Liu, Guanyu Xing, Julio Silva-Rodríguez, Riadh Kobbi, Ping Li, Tingli Chen, Lei Bi, Jinman Kim, Weiping Jia, Huating Li, Jing Qin, Ping Zhang, Ching-Yu Cheng, Pheng-Ann Heng, Tien Yin Wong, Carol Y. Cheung, Yih-Chung Tham, Nadia Magnenat-Thalmann, Bin Sheng

Vis. Comput., January, 2025

A Foundation Language-Image Model of the Retina (FLAIR): encoding expert knowledge in text supervision.

Julio Silva-Rodríguez, Hadi Chakor, Riadh Kobbi, Jose Dolz, Ismail Ben Ayed

Medical Image Anal., 2025

HistoColAi: An open-source web platform for collaborative digital histology image annotation with AI-driven predictive integration.

Cristian Camilo Pulgarín-Ospina, Rocío del Amor, Julio Silva-Rodríguez, Adrián Colomer, Valery Naranjo

Comput. Methods Programs Biomed., 2025

2024

Are foundation models for computer vision good conformal predictors?

Leo Fillioux, Julio Silva-Rodríguez, Ismail Ben Ayed, Paul-Henry Cournède, Maria Vakalopoulou, Stergios Christodoulidis, Jose Dolz

CoRR, 2024

Words Matter: Leveraging Individual Text Embeddings for Code Generation in CLIP Test-Time Adaptation.

Shambhavi Mishra, Julio Silva-Rodríguez, Ismail Ben Ayed, Marco Pedersoli, Jose Dolz

CoRR, 2024

Self-Contrastive Weakly Supervised Learning Framework for Prognostic Prediction Using Whole Slide Images.

Saul Fuster, Farbod Khoraminia, Julio Silva-Rodríguez, Umay Kiraz, Geert J. L. H. van Leenders, Trygve Eftestøl, Valery Naranjo, Emiel A. M. Janssen, Tahlita C. M. Zuiverloon, Kjersti Engan

CoRR, 2024

Uninformed Teacher-Student for hard-samples distillation in weakly supervised mitosis localization.

Claudio Fernandez-Martín, Julio Silva-Rodríguez, Umay Kiraz, Sandra Morales, Emiel A. M. Janssen, Valery Naranjo

Comput. Medical Imaging Graph., 2024

Few-Shot Adaptation of Medical Vision-Language Models.

Fereshteh Shakeri, Yunshi Huang, Julio Silva-Rodríguez, Houda Bahig, An Tang, Jose Dolz, Ismail Ben Ayed

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Class and Region-Adaptive Constraints for Network Calibration.

Balamurali Murugesan, Julio Silva-Rodríguez, Ismail Ben Ayed, Jose Dolz

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Robust Calibration of Large Vision-Language Adapters.

Balamurali Murugesan, Julio Silva-Rodríguez, Ismail Ben Ayed, Jose Dolz

Proceedings of the Computer Vision - ECCV 2024, 2024

A Closer Look at the Few-Shot Adaptation of Large Vision-Language Models.

Julio Silva-Rodríguez, Sina Hajimiri, Ismail Ben Ayed, Jose Dolz

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Transductive few-shot adapters for medical image segmentation.

Julio Silva-Rodríguez, Jose Dolz, Ismail Ben Ayed

CoRR, 2023

Labeling confidence for uncertainty-aware histology image classification.

Rocío del Amor, Julio Silva-Rodríguez, Valery Naranjo

Comput. Medical Imaging Graph., 2023

Towards Foundation Models and Few-Shot Parameter-Efficient Fine-Tuning for Volumetric Organ Segmentation.

Julio Silva-Rodríguez, Jose Dolz, Ismail Ben Ayed

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023

Attention to Detail: Inter-Resolution Knowledge Distillation.

Rocío del Amor, Julio Silva-Rodríguez, Adrián Colomer, Valery Naranjo

Proceedings of the 31st European Signal Processing Conference, 2023

Exploring the Transferability of a Foundation Model for Fundus Images: Application to Hypertensive Retinopathy.

Julio Silva-Rodríguez, Jihed Chelbi, Waziha Kabir, Hadi Chakor, Jose Dolz, Ismail Ben Ayed, Riadh Kobbi

Proceedings of the Advances in Computer Graphics, 2023

2022

Constrained unsupervised anomaly segmentation.

Julio Silva-Rodríguez, Valery Naranjo, Jose Dolz

Medical Image Anal., 2022

Supervised contrastive learning-guided prototypes on axle-box accelerations for railway crossing inspections.

Julio Silva-Rodríguez, Pablo Salvador, Valery Naranjo, Ricardo Insa

Expert Syst. Appl., 2022

Proportion constrained weakly supervised histopathology image classification.

Julio Silva-Rodríguez, Arne Schmidt, María Á. Sales, Rafael Molina, Valery Naranjo

Comput. Biol. Medicine, 2022

Efficient Cancer Classification by Coupling Semi Supervised and Multiple Instance Learning.

Arne Schmidt, Julio Silva-Rodríguez, Rafael Molina, Valery Naranjo

IEEE Access, 2022

Challenging Mitosis Detection Algorithms: Global Labels Allow Centroid Localization.

Claudio Fernandez-Martín, Umay Kiraz, Julio Silva-Rodríguez, Sandra Morales, Emiel A. M. Janssen, Valery Naranjo

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2022, 2022

Conditional Generative Adversarial Networks for Acoustic Echo Cancellation.

Fran Pastor-Naranjo, Rocío del Amor, Julio Silva-Rodríguez, Miguel Ferrer, Gema Piñero, Valery Naranjo

Proceedings of the 30th European Signal Processing Conference, 2022

2021

Self-Learning for Weakly Supervised Gleason Grading of Local Patterns.

Julio Silva-Rodríguez, Adrián Colomer, Jose Dolz, Valery Naranjo

IEEE J. Biomed. Health Informatics, 2021

Acoustic Echo Cancellation using Residual U-Nets.

Julio Silva-Rodríguez, Manuel F. Dolz, Miguel Ferrer, Adrián Castelló, Valery Naranjo, Gema Piñero

CoRR, 2021

WeGleNet: A weakly-supervised convolutional neural network for the semantic segmentation of Gleason grades in prostate histology images.

Julio Silva-Rodríguez, Adrián Colomer, Valery Naranjo

Comput. Medical Imaging Graph., 2021

Looking at the whole picture: constrained unsupervised anomaly segmentation.

Julio Silva-Rodríguez, Valery Naranjo, Jose Dolz

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

Going deeper through the Gleason scoring scale: An automatic end-to-end system for histology prostate grading and cribriform pattern detection.

Julio Silva-Rodríguez, Adrián Colomer, María Á. Sales, Rafael Molina, Valery Naranjo

Comput. Methods Programs Biomed., 2020

Prostate Gland Segmentation in Histology Images via Residual and Multi-resolution U-NET.

Julio Silva-Rodríguez, Elena Payá-Bosch, Gabriel García, Adrián Colomer, Valery Naranjo

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020

Gleason Grading of Histology Prostate Images Through Semantic Segmentation via Residual U-Net.

Amartya Kalapahar, Julio Silva-Rodríguez, Adrián Colomer, Fernando López-Mir, Valery Naranjo

Proceedings of the IEEE International Conference on Image Processing, 2020

2019

Predicting the Success of Blastocyst Implantation from Morphokinetic Parameters Estimated through CNNs and Sum of Absolute Differences.

Julio Silva-Rodríguez, Adrián Colomer, Marcos Meseguer, Valery Naranjo

Proceedings of the 27th European Signal Processing Conference, 2019