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Picture for Valery Naranjo

Looking at the whole picture: constrained unsupervised anomaly segmentation


Sep 01, 2021
Julio Silva-Rodríguez, Valery Naranjo, Jose Dolz


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A Novel Self-Learning Framework for Bladder Cancer Grading Using Histopathological Images


Jun 25, 2021
Gabriel García, Anna Esteve, Adrián Colomer, David Ramos, Valery Naranjo


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Circumpapillary OCT-Focused Hybrid Learning for Glaucoma Grading Using Tailored Prototypical Neural Networks


Jun 25, 2021
Gabriel Garc√≠a, Roc√≠o del Amor, Adri√°n Colomer, Rafael Verd√ļ-Monedero, Juan Morales-S√°nchez, Valery Naranjo


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Prostate Gland Segmentation in Histology Images via Residual and Multi-Resolution U-Net


May 21, 2021
Julio Silva-Rodríguez, Elena Payá-Bosch, Gabriel García, Adrián Colomer, Valery Naranjo


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Going Deeper through the Gleason Scoring Scale: An Automatic end-to-end System for Histology Prostate Grading and Cribriform Pattern Detection


May 21, 2021
Julio Silva-Rodríguez, Adrián Colomer, María A. Sales, Rafael Molina, Valery Naranjo


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WeGleNet: A Weakly-Supervised Convolutional Neural Network for the Semantic Segmentation of Gleason Grades in Prostate Histology Images


May 21, 2021
Julio Silva-Rodríguez, Adrián Colomer, Valery Naranjo


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Self-learning for weakly supervised Gleason grading of local patterns


May 21, 2021
Julio Silva-Rodríguez, Adrián Colomer, Jose Dolz, Valery Naranjo


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An Attention-based Weakly Supervised framework for Spitzoid Melanocytic Lesion Diagnosis in WSI


Apr 20, 2021
Roc√≠o del Amor, La√ętitia Launet, Adri√°n Colomer, Ana√Įs Moscard√≥, Andr√©s Mosquera-Zamudio, Carlos Monteagudo, Valery Naranjo

* 16 pages 

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Glaucoma Detection From Raw Circumapillary OCT Images Using Fully Convolutional Neural Networks


May 29, 2020
Gabriel García, Rocío del Amor, Adrián Colomer, Valery Naranjo


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


May 22, 2020
Amartya Kalapahar, Julio Silva-Rodríguez, Adrián Colomer, Fernando López-Mir, Valery Naranjo


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REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs


Oct 08, 2019
Jos√© Ignacio Orlando, Huazhu Fu, Jo√£o Barbossa Breda, Karel van Keer, Deepti R. Bathula, Andr√©s Diaz-Pinto, Ruogu Fang, Pheng-Ann Heng, Jeyoung Kim, JoonHo Lee, Joonseok Lee, Xiaoxiao Li, Peng Liu, Shuai Lu, Balamurali Murugesan, Valery Naranjo, Sai Samarth R. Phaye, Sharath M. Shankaranarayana, Apoorva Sikka, Jaemin Son, Anton van den Hengel, Shujun Wang, Junyan Wu, Zifeng Wu, Guanghui Xu, Yongli Xu, Pengshuai Yin, Fei Li, Xiulan Zhang, Yanwu Xu, Xiulan Zhang, Hrvoje Bogunovińá

* Accepted for publication in Medical Image Analysis 

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