CBVLab con la investigación
Publicaciones
2021
Self-Learning for Weakly Supervised Gleason Grading of Local Patterns
IEEE Journal of Biomedical and Health Informatics
Julio Silva-Rodríguez and Adrián Colomer and Jose Dolz and Valery Naranjo
Automatic Segmentation of the Retinal Nerve Fiber Layer by Means of Mathematical Morphology and Deformable Models in 2D Optical Coherence Tomography Imaging
Sensors
Rafael Vidal Berenguer and Rafael Verdú Monedero and Juan Morales Sánchez and Inmaculada Sellés Navarro and Rocío del Amor and Gabriel García and Valery Naranjo
A novel self-learning framework for bladder cancer grading using histopathological images
Computers in Biology and Medicine
Gabriel García and Anna Esteve and Adrián Colomer and David Ramos and Valery Naranjo
Circumpapillary OCT-focused hybrid learning for glaucoma grading using tailored prototypical neural networks
Artificial Intelligence in Medicine
Gabriel García and Rocío del Amor and Adrián Colomer and Rafael Verdú-Monedero and Juan Morales-Sánchez and Valery Naranjo
Glaucoma Detection from Raw SD-OCT Volumes: A Novel Approach Focused on Spatial Dependencies
Computer Methods and Programs in Biomedicine
Gabriel García and Rocío del Amor and Adrián Colomer and Rafael Verdú-Monedero and Juan Morales-Sánchez and Valery Naranjo
WeGleNet: A weakly-supervised convolutional neural network for the semantic segmentation of Gleason grades in prostate histology images
Computerized Medical Imaging and Graphics
Julio Silva-Rodriguez and Adrian Colomer and Valery Naranjo
Contribution of Gray Matter Atrophy and White Matter Damage to Cognitive Impairment in Mildly Disabled Relapsing-Remitting Multiple Sclerosis Patients
Diagnostics
Ángela Bernabéu-Sanz and Sandra Morales and Valery Naranjo and Ángel P. Sempere
Retinal layer segmentation in rodent OCT images: Local intensity profiles & fully convolutional neural networks
Computer Methods and Programs in Biomedicine
Sandra Morales and Adrián Colomer and José M.Mossi and Rocío del Amor and David Woldbye and Kristian Klemp and Michael Larsen and Valery Naranjo