CBVLab with the investigation
Publications
2019
Automatic Glaucoma Assessment Using a Semi-supervised Learning Method
23rd Conference on Medical Image Understanding and Analysis
Andres Diaz-Pinto and Adrían Colomer and Valery Naranjo and Sandra Morales and Yanwu Xu and Alejandro F Frangi
Automatic Detection of Intestinal Content to Evaluate Visibility in Capsule Endoscopy
13th International Symposium on Medical Information and Communication Technology (ISMICT)
Reinier Noorda and Andrea Nevarez and Adrian Colomer and Valery Naranjo and Vicente Pons Beltran
Design and Development of an Automatic Blood Detection System for Capsule Endoscopy Images
Pedro Pons and Reinier Noorda and Andrea Nevárez and Adrían Colomer and Vicente Pons Beltrán and Valery Naranjo
Classifying Prostate Histological Images Using Deep Gaussian Processes on a New Optical Density Granulometry-Based Descriptor
Intelligent Data Engineering and Automated Learning – IDEAL 2019
Miguel López-Pérez and Adrián Colomer and María A. Sales and Rafael Molina and Valery Naranjo
Towards Automatic Glaucoma Assessment: An Encoder-decoder CNN for Retinal Layer Segmentation in Rodent OCT images
Rocío del Amor and Sandra Morales and Adrian Colomer and Jose M. Mossi and David Woldbye and Kristian Klemp and Michael Larsen and Valery Naranjo
Predicting the Success of Blastocyst Implantation from Morphokinetic Parameters Estimated through CNNs and Sum of Absolute Differences
27th European Signal Processing Conference (EUSIPCO)
Julio Silva-Rodríguez and Adrian Colomer and Marcos Meseguer and Valery Naranjo
Computer Aid-System to Identify the First Stage of Prostate Cancer Through Deep-Learning Techniques
27th European Signal Processing Conference (EUSIPCO)
Jose Gabriel García and Adrian Colomer and Fernando Lopez-Mir and Jose M. Mossi and Valery Naranjo
Retinal Image Synthesis and Semi-Supervised Learning for Glaucoma Assessment
EEE Transactions on Medical Imaging
Andres Diaz-Pinto and Adrián Colomer and Valery Naranjo and Sandra Morales and Yanwu Xu and Alejandro F. Frangi
Computer-aided Glaucoma Diagnosis using Stochastic Watershed Transformation on Single Fundus Images
Journal of Medical Imaging and Health Informatics (Online)
Andres Diaz-Pinto and Sandra Morales and Valery Naranjo and Amparo Navea
First-Stage Prostate Cancer Identification on Histopathological Images: Hand-Driven versus Automatic Learning
Entropy
Gabriel García and Adrián Colomer and Valery Naranjo
A new optical density granulometry-based descriptor for the classification of prostate histological images using shallow and deep Gaussian processes
Computer Methods and Programs in Biomedicine
Gabriel García and Adrián Colomer and Valery Naranjo
CNNs for automatic glaucoma assessment using fundus images: an extensive validation
Andres Diaz‑Pinto1 and Sandra Morales and Valery Naranjo and Thomas Köhler and Jose M. Mossi and Amparo Navea