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Julio Silva-Rodríguez
Julio Silva-Rodríguez
Postdoctoral Fellow, ETS Montreal
在 etsmtl.ca 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
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
552020
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
262021
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
192021
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
122019
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
112020
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
102020
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
62022
Constrained unsupervised anomaly segmentation
J Silva-Rodríguez, V Naranjo, J Dolz
Medical Image Analysis 80, 102526, 2022
42022
Looking at the whole picture: constrained unsupervised anomaly segmentation
J Silva-Rodríguez, V Naranjo, J Dolz
BMVC, 2021
32021
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
22021
Transductive few-shot adapters for medical image segmentation
J Silva-Rodríguez, J Dolz, IB Ayed
arXiv preprint arXiv:2303.17051, 2023
12023
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
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