CBVLab con la investigación
Publicaciones
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
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
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
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
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
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
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
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 Epidermis and Hair Follicles in Optical Coherence Tomography Images of Normal Skin by Convolutional Neural Networks
Frontiers in medicine dermatology
Rocío del Amor and Sandra Morales and Adrián Colomer and Mette Mogensen and Mikkel Jensen and Niels M. Israelsen and Ole Bang and Valery Naranjo
Going deeper through the Gleason scoring scale: An automatic end-to-end system for histology prostate grading and cribriform pattern detection
Computer Methods and Programs in Biomedicine
Julio Silva-Rodríguez and Adrián Colomer and María A.Sales and Rafael Molina and Valery Naranjo
Automatic identification of stimulation activities during newborn resuscitation using ECG and accelerometer signals
Computer Methods and Programs in Biomedicine
Jarle Urdala and Kjersti Engan and Trygve Eftestøl and Valery Naranjo and Ingunn Anda Haug and Anita Yeconia and Hussein Kidanto and Hege Ersdal
A TV-based image processing framework for blind color deconvolution and classification of histological images
Digital Signal Processing: A Review Journal
Fernando Pérez-Bueno and Miguel López-Pérez and Miguel Vega and Javier Mateos and Valery Naranjo and Rafael Molina and Aggelos K. Katsaggelos
REFUGE Challenge: A unified framework for evaluating automated methods for glaucoma assessment from fundus photographs
Medical Image Analysis
José Ignacio Orlando and Huazhu Fu and João Barbosa Breda and Karel van Keer and Deepti R. Bathula and Andrés Diaz-Pinto and Ruogu Fang and Pheng-Ann Heng and Jeyoung Kim and JoonHo Lee and Joonseok Lee and Xiaoxiao Li and Peng Liu and Shuai Lu and Balamurali Murugesan and Valery Naranjo and Sai Samarth R. Phaye and Sharath M. Shankaranarayana and Apoorva Sikka,Jaemin Son and Anton van den Hengel and Shujun Wang and Junyan Wu and Zifeng Wu and Guanghui Xu and Yongli Xu and Pengshuai Yin and Fei Li and Xiulan Zhang and Yanwu Xut and Hrvoje Bogunovic
Detection of Early Signs of Diabetic Retinopathy Based on Textural and Morphological Information in Fundus Images
Sensors 2020
Adrián Colomer and Jorge Igual and Valery Naranjo
A Multi-organ Nucleus Segmentation Challenge
IEEE TRANSACTIONS ON MEDICAL IMAGING
Neeraj Kumar*, Ruchika Verma, Deepak Anand, Yanning Zhou, Omer Fahri Onder, Efstratios Tsougenis, Hao Chen, PhengAnn Heng, Jiahui Li, Zhiqiang Hu, Yunzhi Wang, Navid Alemi Koohbanani, Mostafa Jahanifar, Neda Zamani Tajeddin, Ali Gooya, Nasir Rajpoot, Xuhua Ren, Sihang Zhou, Qian Wang, Dinggang Shen, Cheng-Kun Yang, ChiHung Weng, Wei-Hsiang Yu, Chao-Yuan Yeh, Shuang Yang, Shuoyu Xu, Pak Hei Yeung, Peng Sun, Amirreza Mahbod, Gerald Schaefer, Isabella Ellinger, Rupert Ecker, Orjan Smedby, Chunliang Wang, Benjamin Chidester, ThatVinh Ton, Minh-Triet Tran, Jian Ma, Minh N. Do, Simon Graham, Quoc Dang Vu, Jin Tae Kwak, Akshaykumar Gunda, Raviteja Chunduri, Corey Hu, Xiaoyang Zhou, Dariush Lotfi, Reza Safdari, Antanas Kascenas, Alison O’Neil, Dennis Eschweiler, Johannes Stegmaier, Yanping Cui, Baocai Yin, Kailin Chen, Xinmei Tian, Philipp Gruening, Erhardt Barth, Elad Arbel, Itay Remer, Amir Ben-Dor, Ekaterina Sirazitdinova, Matthias Kohl, Stefan Braunewell, Yuexiang Li, Xinpeng Xie, Linlin Shen, Jun Ma, Krishanu Das Baksi, Mohammad Azam Khan, Jaegul Choo, Adrian Colomer, Valery Naranjo, Linmin Pei, Khan M. Iftekharuddin, Kaushiki Roy, Debotosh Bhattacharjee, Anibal Pedraza, Maria Gloria Bueno, Sabarinathan Devanathan, Saravanan Radhakrishnan, Praveen Koduganty, Zihan Wu, Guanyu Cai, Xiaojie Liu, Yuqin Wang, and Amit Sethi.
Novel and conventional embryo parameters as input data for artificial neural networks: an artificial intelligence model applied for prediction of the implantation potential
Fertility and Sterility
Lorena Bori and Elena Paya and Lucia Alegre and Thamara Alexandra Viloria and Jose Alejandro Remohi and Valery Naranjo and Marcos Meseguer
Automatic evaluation of degree of cleanliness in capsule endoscopy based on a novel CNN architecture
Scientific Reports
Reinier Noorda and Andrea Nevárez and Adrián Colomer and Vicente Pons Beltrán 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
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
First-Stage Prostate Cancer Identification on Histopathological Images: Hand-Driven versus Automatic Learning
Entropy
Gabriel García and Adrián Colomer and Valery Naranjo
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
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
Discrimination of skin cancer cells using Fourier transform infrared spectroscopy
Computers in Biology and Medicine
Francisco Peñaranda and Valery Naranjo and Gavin R. Lloyd and Lena Kastl and Björn Kemper and Jürgen Schnekenburger and Jayakrupakar Nallala and Nicholas Stone
Evaluation of fractal dimension effectiveness for damage detection in retinal background
Journal of Computational and Applied Mathematics
Adrián Colomer and Valery Naranjo and Thomas Janvier and José M. Mossi
EvoDeep: A new evolutionary approach for automatic Deep Neural Networks parametrisation.
Alejandro Martín and Raúl Lara-Cabrera and Félix Fuentes-Hurtado and Valery Naranjo and David Camacho
Retinal network characterization through fundus image processing: Significant point identification on vessel centerline.
Sandra Morales and Valery Naranjo and Jesús Angulo and Álvar-Ginés Legaz-Aparicio and Rafael Verdú-Monedero
BRAIM: A computer-aided diagnosis system for neurodegenerative diseases and brain lesionmonitoring from volumetric analyses
Sandra Morales and Angela Bernabeu-Sanz and Fernando López-Mir and Pablo Gonzalez and Luis Luna and Valery Naranjo
Multimodal registration of optical microscopic and infrared spectroscopic images from different tissue sections: An application to colon cancer
Francisco Peñaranda and Valery Naranjo and Rafael Verdú-Monedero and Gavin Rhys-Lloyd and Jayakrupakar Nallala and Nick Stone
Performance of Common Clustering Methods in Segmenting Vascular Pathologies in Capsule Endoscopy Images
Reinier Noorda and Valery Naranjo and Vicente Pons
Efficient Variational Approach to Multimodal Registration of Anatomical and Functional Intra-Patient Tumorous Brain Data
Alvar-Gines Legaz-Aparicio and Rafael Verdú-Monedero and Jorge Larrey and Juan Morales and Fernando López-Mir and Valery Naranjo and Angela Bernabeu-Sanz
Consumer & Neuroscience-based metrics predict recall, liking and viewing rates in online advertising.
Jaime Guixere and Adrián Colomer and Félix Fuentes-Hurtado and Valery Naranjo and Jose Manuel Ausin and Mariano Alcañiz and Enrique Bigne
Assessment of sparse-based inpainting for retinal vessel removal.
Adrián Colomer and Valery Naranjo and Kjersti Engan and Karl Skretting
Retinal Disease Screening through Local Binary Patterns.
Sandra Morales and Kjersti Engan and Valery Naranjo and Adrián Colomer
Axlebox accelerations: Their acquisition and time characterisation for railway track monitoring purposes
Pablo Salvador and Valery Naranjo and Ricardo Insa
A Comparison of Physiological Signal Analysis Techniques and Classifiers for Automatic Emotional Evaluation of Audiovisual Contents
Adrián Colomer and Félix Fuentes-Hurtado and Valery Naranjo and Jaime Guixeres and Jose Manuel Ausín and Mariano Alcañiz
A Method for Liver Segmentation on Computed Tomography Images in Venous Phase Suitable for Real Environments
Fernando López-Mir and Pablo Gonzalez and Valery Naranjo and Eugenia Pareja and Sandra Morales and Jaime Solaz-Mínguez
A Software For Surgical And Radiotherapy Planning Through Multimodal Brain Image Registration And Fusion
Valery Naranjo and Sandra Morales and Álvar-Ginés Legaz-Aparicio and Jorge Larrey and Angela Bernabeu-Sanz and Félix Fuentes-Hurtado
HepaPlan: a CAD software for planning hepatic surgeries
Fernando López-Mir and Valery Naranjo and Rafael Verdú-Monedero and Sandra Morales and Sara Brugger and Eugenia Pareja
Tracking Systems for Virtual Rehabilitation: Objective Performance vs. Subjective Experience. A Practical Scenario.
Roberto Lloréns and Enrique Noé and Valery Naranjo and Adrián Borrego and Jorge Latorre and Mariano Alcañiz
Multimodal 3D Registration of Anatomic (MRI) and Functional (fMRI and PET) Intra-Patient Images of the Brain
Álvar-Ginés Legaz-Aparicio and Rafael Verdú-Monedero and Jorge Larrey-Ruiz and Fernando López-Mir and Valery Naranjo and Angela Bernabeu-Sanz
MINERVA Project, mid- To near Infrared Spectroscopy for Improved Medical Diagnostics
Valery Naranjo and Francisco Peñaranda and Mariano Alcañiz and Bruce Napier and Mark Farries and Gary Stevens and JohnWard and Cestmir Barta and Radek Hasal and Angela Seddon and Slawomir Sujecki and Samir Lamrini and UffeMøller and Ole Bang and Peter Moselund and Munir Abdalla and Danny De Gaspari and Rosa Vinella and Hedda Malm and Rhys Lloyd Gavin and StoneNick and Nallala Jayakrupakar and Schnekenburger Juergen and Kastl Lena and Björn Kemper
Comparing algorithms for automated vessel segmentation in computed tomography scans of the lung: the VESSEL12 study
Fernando López-Mir and Valery Naranjo and Eliseo Villanueva
Computer- Aided Diagnosis Software for Hypertensive Risk Determination Through Fundus Image Processing
Sandra Morales and Valery Naranjo and Amparo Navea and Mariano Alcañiz
Liver segmentation in MRI: A fully automatic method based on stochastic partitions
Fernando López-Mir and Valery Naranjo and Jesús Angulo and Mariano Alcañiz and Luis Luna
Stroke rehabilitation through the Kinect: Reality beyond the revolution. A comparison among different tracking systems and populations.
Roberto Lloréns and Enrique Noé and Valery Naranjo and Belén Moliner
Automatic Detection of Optic Disc Based on PCA and Mathematical Morphology
Sandra Morales and Valery Naranjo and Jesús Angulo and Mariano Alcañiz
Design and Validation of an Augmented Reality System for Laparoscopic Surgery in a Real Environment
Fernando López-Mir and Valery Naranjo and Juan José Fuertes-Cebrián and Mariano Alcañiz and Jose Bueno and Eugenia Pareja
Jaw tissues segmentation in dental 3D CT images using fuzzy-connectedness and morphological processing
Roberto Lloréns and Valery Naranjo and Mariano Alcañiz and Fernando López-Mir
Metal artifact reduction in dental CT images using polar morphology
Valery Naranjo and Roberto Lloréns and Mariano Alcañiz and Fernando López-Mir
Removing interference components in time representations usingmorphological operators
Soledad Gómez and Valery Naranjo and Ramón Miralles
NaRALap: augmented reality system for navigation in laparoscopic surgery
Fernando López-Mir and Francisco Martínez-Martínez and Juan José Fuertes and Miguel Ángel Lago-Ángel and María José Rupérez-Moreno and Valery Naranjo and Carlos Monserrat
A New Visually Evoked Cerebral Blood Flow Response Analysis Using a Low-Frequency Estimation
Beatriz Rey and Valery Naranjo and Vera Parkhutik and José Tembl and Mariano Alcañiz
Content-based Dynamic Threshold Method for Real Time Keyframe Selecting
Pau Usach-Molina and Jorge Sastre and Valery Naranjo and Luis Vergara and Joaquín M. López-Muñoz
Geometrical Feature Extraction from Ultrasonic Time Frequency Responses: An Application to Nondestructive Testing of Materials
Soledad Gómez and Ramon Miralles and Valery Naranjo and Ignacio Bosch
Virtual articulator based on optical tracking
Valery Naranjo and Roberto Lloréns and José Juan Mulet and Mariano Alcañiz and Salvador Albalat
Towards an automated reconstruction of jaw tissues using fuzzy connectedness image segmentation
Roberto Lloréns and Valery Naranjo and Miriam Clemente and Mariano Alcañiz and Salvador Albalat
A new method for the characterization of telecine effect in video sequences
Valery Naranjo and Luis Vergara and Antonio Alcaraz and Jose M. Mossi and Antonio Albiol
Real-Time High Density People Counter usingmorphological tools
Antonio Albiol and Inmaculada Mora and Valery Naranjo
Two-Dimensional Lms Adaptation Strategies For Non-Stationary Signals
Antonio Albiol and Jose M.Mossi and Valery Naranjo and Luis Vergara