Julio Silva-Rodríguez

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 36

Top Topics

Weakly Supervised

Top Venues

Comput. Medical Imaging Graph.

IEEE J. Biomed. Health Informatics

Publications

Balamurali Murugesan, Julio Silva-Rodríguez, Ismail Ben Ayed, Jose Dolz
Class and Region-Adaptive Constraints for Network Calibration. CoRR (2024)
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
Self-Contrastive Weakly Supervised Learning Framework for Prognostic Prediction Using Whole Slide Images. CoRR (2024)
Claudio Fernandez-Martín, Julio Silva-Rodríguez, Umay Kiraz, Sandra Morales, Emiel A. M. Janssen, Valery Naranjo
Uninformed Teacher-Student for hard-samples distillation in weakly supervised mitosis localization. Comput. Medical Imaging Graph. 112 (2024)
Balamurali Murugesan, Julio Silva-Rodríguez, Ismail Ben Ayed, Jose Dolz
Robust Calibration of Large Vision-Language Adapters. CoRR (2024)
Rocío del Amor, Julio Silva-Rodríguez, Adrián Colomer, Valery Naranjo
Attention to detail: inter-resolution knowledge distillation. CoRR (2024)
Julio Silva-Rodríguez, Jihed Chelbi, Waziha Kabir, Hadi Chakor, Jose Dolz, Ismail Ben Ayed, Riadh Kobbi
Exploring the Transferability of a Foundation Model for Fundus Images: Application to Hypertensive Retinopathy. CoRR (2024)
Julio Silva-Rodríguez, Jose Dolz, Ismail Ben Ayed
Towards Foundation Models and Few-Shot Parameter-Efficient Fine-Tuning for Volumetric Organ Segmentation. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Julio Silva-Rodríguez, Hadi Chakor, Riadh Kobbi, Jose Dolz, Ismail Ben Ayed
A Foundation LAnguage-Image model of the Retina (FLAIR): Encoding expert knowledge in text supervision. CoRR (2023)
Rocío del Amor, Julio Silva-Rodríguez, Adrián Colomer, Valery Naranjo
Attention to Detail: Inter-Resolution Knowledge Distillation. EUSIPCO (2023)
Rocío del Amor, Julio Silva-Rodríguez, Valery Naranjo
Labeling confidence for uncertainty-aware histology image classification. Comput. Medical Imaging Graph. 107 (2023)
Cristian Camilo Pulgarín-Ospina, Rocío del Amor, Adrián Colomer, Julio Silva-Rodríguez, Valery Naranjo
HistoColAi: An Open-Source Web Platform for Collaborative Digital Histology Image Annotation with AI-Driven Predictive Integration. CoRR (2023)
Julio Silva-Rodríguez, Jose Dolz, Ismail Ben Ayed
Transductive few-shot adapters for medical image segmentation. CoRR (2023)
Julio Silva-Rodríguez, Sina Hajimiri, Ismail Ben Ayed, Jose Dolz
A Closer Look at the Few-Shot Adaptation of Large Vision-Language Models. CoRR (2023)
Julio Silva-Rodríguez, Jihed Chelbi, Waziha Kabir, Hadi Chakor, Jose Dolz, Ismail Ben Ayed, Riadh Kobbi
Exploring the Transferability of a Foundation Model for Fundus Images: Application to Hypertensive Retinopathy. CGI (3) (2023)
Julio Silva-Rodríguez, Valery Naranjo, Jose Dolz
Constrained unsupervised anomaly segmentation. CoRR (2022)
Fran Pastor-Naranjo, Rocío del Amor, Julio Silva-Rodríguez, Miguel Ferrer, Gema Piñero, Valery Naranjo
Conditional Generative Adversarial Networks for Acoustic Echo Cancellation. EUSIPCO (2022)
Julio Silva-Rodríguez, Valery Naranjo, Jose Dolz
Constrained unsupervised anomaly segmentation. Medical Image Anal. 80 (2022)
Julio Silva-Rodríguez, Pablo Salvador, Valery Naranjo, Ricardo Insa
Supervised contrastive learning-guided prototypes on axle-box accelerations for railway crossing inspections. Expert Syst. Appl. 207 (2022)
Claudio Fernandez-Martín, Umay Kiraz, Julio Silva-Rodríguez, Sandra Morales, Emiel A. M. Janssen, Valery Naranjo
Challenging Mitosis Detection Algorithms: Global Labels Allow Centroid Localization. IDEAL (2022)
Arne Schmidt, Julio Silva-Rodríguez, Rafael Molina, Valery Naranjo
Efficient Cancer Classification by Coupling Semi Supervised and Multiple Instance Learning. IEEE Access 10 (2022)
Julio Silva-Rodríguez, Arne Schmidt, María Á. Sales, Rafael Molina, Valery Naranjo
Proportion constrained weakly supervised histopathology image classification. Comput. Biol. Medicine 147 (2022)
Claudio Fernandez-Martín, Umay Kiraz, Julio Silva-Rodríguez, Sandra Morales, Emiel A. M. Janssen, Valery Naranjo
Challenging mitosis detection algorithms: Global labels allow centroid localization. CoRR (2022)
Julio Silva-Rodríguez, Adrián Colomer, José Dolz, Valery Naranjo
Self-learning for weakly supervised Gleason grading of local patterns. CoRR (2021)
Julio Silva-Rodríguez, Manuel F. Dolz, M. Ferrer, Adrián Castelló, Valery Naranjo, G. Piñero
Acoustic Echo Cancellation using Residual U-Nets. CoRR (2021)
Julio Silva-Rodríguez, Adrián Colomer, Jose Dolz, Valery Naranjo
Self-Learning for Weakly Supervised Gleason Grading of Local Patterns. IEEE J. Biomed. Health Informatics 25 (8) (2021)
Julio Silva-Rodríguez, Valery Naranjo, Jose Dolz
Looking at the whole picture: constrained unsupervised anomaly segmentation. CoRR (2021)
Julio Silva-Rodríguez, Adrián Colomer, Valery Naranjo
WeGleNet: A Weakly-Supervised Convolutional Neural Network for the Semantic Segmentation of Gleason Grades in Prostate Histology Images. CoRR (2021)
Julio Silva-Rodríguez, Elena Payá-Bosch, Gabriel García, Adrián Colomer, Valery Naranjo
Prostate Gland Segmentation in Histology Images via Residual and Multi-Resolution U-Net. CoRR (2021)
Julio Silva-Rodríguez, Valery Naranjo, Jose Dolz
Looking at the whole picture: constrained unsupervised anomaly segmentation. BMVC (2021)
Julio Silva-Rodríguez, Adrián Colomer, Valery Naranjo
WeGleNet: A weakly-supervised convolutional neural network for the semantic segmentation of Gleason grades in prostate histology images. Comput. Medical Imaging Graph. 88 (2021)
Julio Silva-Rodríguez, Adrián Colomer, María Á. Sales, Rafael Molina, Valery Naranjo
Going Deeper through the Gleason Scoring Scale: An Automatic end-to-end System for Histology Prostate Grading and Cribriform Pattern Detection. CoRR (2021)
Julio Silva-Rodríguez, Adrián Colomer, María Á. Sales, Rafael Molina, Valery Naranjo
Going deeper through the Gleason scoring scale: An automatic end-to-end system for histology prostate grading and cribriform pattern detection. Comput. Methods Programs Biomed. 195 (2020)
Amartya Kalapahar, Julio Silva-Rodríguez, Adrián Colomer, Fernando López-Mir, Valery Naranjo
Gleason Grading of Histology Prostate Images through Semantic Segmentation via Residual U-Net. CoRR (2020)
Amartya Kalapahar, Julio Silva-Rodríguez, Adrián Colomer, Fernando López-Mir, Valery Naranjo
Gleason Grading of Histology Prostate Images Through Semantic Segmentation via Residual U-Net. ICIP (2020)
Julio Silva-Rodríguez, Elena Payá-Bosch, Gabriel García, Adrián Colomer, Valery Naranjo
Prostate Gland Segmentation in Histology Images via Residual and Multi-resolution U-NET. IDEAL (1) (2020)
Julio Silva-Rodríguez, Adrián Colomer, Marcos Meseguer, Valery Naranjo
Predicting the Success of Blastocyst Implantation from Morphokinetic Parameters Estimated through CNNs and Sum of Absolute Differences. EUSIPCO (2019)