PUBLICATIONS

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2021

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

Julio Silva-Rodriguez; Adrian Colomer; Valery Naranjo

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

In: Computerized Medical Imaging and Graphics, 88 , 2021, ISSN: 0895-6111.

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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 A.Sales, Rafael Molinad, Valery Naranjo.

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

In: Computer Methods and Programs in Biomedicine, 195 , 2020, ISSN: 0169-2607.

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A TV-based image processing framework for blind color deconvolution and classification of histological images

Fernando Pérez-Bueno, Miguel López-Pérez, Miguel Vega, Javier Mateos, Valery Naranjo, Rafael Molina, Aggelos K. Katsaggelos.

A TV-based image processing framework for blind color deconvolution and classification of histological images Journal Article

In: Digital Signal Processing: A Review Journal, 101 , 2020, ISSN: 1051-2004.

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2019

Classifying Prostate Histological Images Using Deep Gaussian Processes on a New Optical Density Granulometry-Based Descriptor

Miguel López-Pérez, Adrián Colomer, María A. Sales, Rafael Molina, Valery Naranjo.

Classifying Prostate Histological Images Using Deep Gaussian Processes on a New Optical Density Granulometry-Based Descriptor Conference

2019, ISBN: 978-3-030-33607-3.

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Computer Aid-System to Identify the First Stage of Prostate Cancer Through Deep-Learning Techniques

Jose Gabriel García, Adrian Colomer, Fernando Lopez-Mir, Jose M. Mossi, Valery Naranjo.

Computer Aid-System to Identify the First Stage of Prostate Cancer Through Deep-Learning Techniques Conference

2019, ISBN: 978-9-0827-9703-9.

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A new optical density granulometry-based descriptor for the classification of prostate histological images using shallow and deep Gaussian processes

Ángel E. Esteban, Miguel López-Pérez , Adrián Colomer, María A. Sales, Rafael Molina, Valery Naranjo.

A new optical density granulometry-based descriptor for the classification of prostate histological images using shallow and deep Gaussian processes Journal Article

In: Computer Methods and Programs in Biomedicine, 178 , pp. 303-317, 2019, ISSN: 0169-2607.

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First-Stage Prostate Cancer Identification on Histopathological Images: Hand-Driven versus Automatic Learning

Gabriel García, Adrián Colomer, Valery Naranjo

First-Stage Prostate Cancer Identification on Histopathological Images: Hand-Driven versus Automatic Learning Journal Article

In: Entropy, 21 (4), pp. 356, 2019, ISSN: 1099-4300 .

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Computer-aided Glaucoma Diagnosis using Stochastic Watershed Transformation on Single Fundus Images

Andres Diaz-Pinto, Sandra Morales, Valery Naranjo, Amparo Navea.

Computer-aided Glaucoma Diagnosis using Stochastic Watershed Transformation on Single Fundus Images Journal Article

In: Journal of Medical Imaging and Health Informatics (Online), 9 (6), pp. 1057- 336, 2019, ISSN: 2156-7026 .

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2018

P. Pons Suñer, R. Alexander Noorda, V. Naranjo, A. Nevárez Heredia, V. Pons Beltrán.

Diseño y desarrollo de un sistema para la detección automática de sangre en imágenes de cápsula endoscópica Conference

XXXVI Congreso Anual de la Sociedad Española de Ingeniería Biomédica, 2018.

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J.G García-Pardo, A. Colomer, V. Naranjo, M.A. Sales-Maicas y F.J. García-Morata.

Comparación de estrategias de machine learning clásico y de deep learning para la clasificación automática de estructuras glandulares en imágenes histológicas de próstata Conference

XXXVI Congreso Anual de la Sociedad Española de Ingeniería Biomédica., 2018.

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J.G García-Pardo, A. Colomer, V. Naranjo, M.A. Sales-Maicas y F.J. García-Morata.

Desarrollo de un sistema automático para la segmentación de estructuras glandulares en imágenes histológicas de próstata Conference

XXXVI Congreso Anual de la Sociedad Española de Ingeniería Biomédica., 2018.

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A. E. Esteban, A. Colomer, V. Naranjo, M. A. Sales.

GRANULOMETRY-BASED DESCRIPTOR FOR PATHOLOGICAL TISSUE DISCRIMINATION IN HISTOPATHOLOGICAL IMAGES Conference

2018.

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2017

Ángel E. Esteban, Valery Naranjo, Francisco Peñaranda, Sandra Morales, María Cristina Ferrández, María Ángeles Sales

Detección de núcleos en imágenes histológicas de próstata Conference

XXXII Simposium Nacional de la Unión Científica Internacional de Radio (URSI), 2017.

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ADDRESS

Computer Vision and Behaviour Analysis Lab
i3B - Instituto de Investigación e Innovación en Bioingeniería
Universitat Politècnica de València (UPV)
Ciudad Politécnica de la Innovación - Cubo Azul - Edif. 8B - Acceso N
Camino de Vera s/n, 46022 - Valencia (Spain)

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