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Publications

2024 CLARIFY

Advancing Content-Based Histopathological Image Retrieval Pre-Processing: A Comparative Analysis of the Effects of Color Normalization Techniques

Applied Sciences, 5 (14)

Tabatabaei, Zahra and Pérez Bueno, Fernando and Colomer, Adrián and Oliver Moll, Javier and Molina, Rafael and Naranjo Ornedo, Valeriana

2024 CLARIFY

Uninformed Teacher-Student for hard-samples distillation in weakly supervised mitosis localization

Computerized Medical Imaging and Graphics

Fernández-Martín, Claudio and Silva-Rodríguez, Julio and Kiraz, Umay and Morales, Sandra and Janssen, E.A.M. and Naranjo Ornedo, Valeriana

2024

P406 A novel active learning-based digital pathology protocol annotation for histologic assessment in Ulcerative Colitis using PICaSSO Histologic Remission Index (PHRI)

Journal of Crohn´s and Colitis (18) i843 - i844

Giovanni Santacroce and Meseguer-Esbrí, Pablo and Irene Zammarchi and del Amor, Rocío and Brian Hayes and Rory Crotty ... Marietta Iacucci

2024

MICIL: Multiple-Instance Class-Incremental Learning for skin cancer whole slide images

Artificial Intelligence in Medicine

Meseguer-Esbrí, Pablo and del Amor, Rocío and Naranjo Ornedo, Valeriana

2024

Urban sound classification using neural networks on embedded FPGAs

The Journal of Supercomputing (Online)

Jose A. Belloch and Raul Coronado and Oscar Valls and Rocío del Amor and German Leon and Valery Naranjo and Manuel F. Dolz and Adrian Amor-Martin and Gema Piñero

2024

Choosing only the best voice imitators: Top-K many-to-many voice conversion with StarGAN

Speech Communication, 1322 (156), 1 - 11

Fernández-Martín, Claudio and Colomer, Adrián and Claudio Panariello and Naranjo Ornedo, Valeriana.

2023

Artificial Intelligence Enabled Histological Prediction of Remission or Activity and Clinical Outcomes in Ulcerative Colitis

Gastroenterology

Marietta Iacucci and Tommaso Lorenzo Parigi and del Amor, Rocío and Pablo Meseguer and Giulio Mandelli and Naranjo Ornedo, Valeriana and Vincenzo Villanacci.

2023 CLARIFY

WWFedCBMIR: World-Wide Federated Content-Based Medical Image Retrieval

Bioengineering

Zahra Tabatabaei and Yuandou Wang and Adrián Colomer and Javier Oliver Moll and Zhiming Zhao and Valery Naranjo

2023 SICAP

ProGleason-GAN: Conditional Progressive Growing GAN for prostatic cancer Gleason Grade patch synthesis

Computer Methods and Programs in Biomedicine

Golfe-San Martín Alejandro and del Amor, Rocío and Colomer, Adrián and Sales, María Ángeles and Liria Terradez and Naranjo Ornedo, Valeriana

2023 CLARIFY

Federating Medical Deep Learning Models from Private Jupyter Notebooks to Distributed Institutions

Applied Sciences - 2 (13)

Launet, Laetitia Mariana and Wang, Yuandou and Colomer, Adrián and Igual García, Jorge and Pulgarín-Ospina, Cristian Camilo and Koulouzis, Spiros ... Zhiming Zhao.

2023

Labeling confidence for uncertainty-aware histology image classification

Computerized Medical Imaging and Graphics

del Amor, Rocío and Silva-Rodríguez, Julio and Naranjo Ornedo, Valeriana

2023 CLARIFY

Toward More Transparent and Accurate Cancer Diagnosis With an Unsupervised CAE Approach

IEEE Access (11)143387 - 143401

Tabatabaei, Zahra and Colomer, Adrián and Oliver Moll, Javier and Naranjo Ornedo, Valeriana.

2023

Annotation protocol and crowdsourcing multiple instance learning classification of skin histological images: The CR-AI4SkIN dataset

Artificial Intelligence in Medicine (145)

del Amor, Rocío and Pérez-Cano, J and López-Pérez, M and Terradez, L and Aneiros-Fernandez, J and Morales, Sandra... Naranjo Ornedo, Valeriana

2023

Deep learning system for classification of ploidy status using time-lapse videos

F&S science

Paya-Bosch, Elena and Pulgarín-Ospina, Cristian Camilo and Bori, Lorena and Colomer, Adrián and Naranjo Ornedo, Valeriana and Meseguer, Marcos.

2023 CLARIFY

A Spitzoid Tumor dataset with clinical metadata and Whole Slide Images for Deep Learning models

Scientific dat

Andrés Mosquera-Zamudio and Laëtitia Launetand Rocío del Amor and Anaïs Moscardó and Adrián Colomer and Valery Naranjo and Carlos Monteagudo

2022 CLARIFY

Deep Learning for Skin Melanocytic Tumors in Whole-Slide Images: A Systematic Review

Cancers, 1 (15), 1 - 19

Andrés Mosquera-Zamudio and Laëtitia Launet and Zahra Tabatabaei and Rafael Parra-Medina and Adrián Colomer and Javier Oliver Moll and Carlos Monteagudo and Emiel Janssen and Valery Naranjo

2022

277: A NEW SIMPLIFIED HISTOLOGY ARTIFICIAL INTELLIGENCE SYSTEM FOR ACCURATE ASSESSMENT OF REMISSION IN ULCERATIVE COLITIS

JSM Gastroenterology and Hepatology

Vincenzo Villanacci and Tommaso Lorenzo Parigi and Rocío Del Amor and Pablo Meseguer and Sean X. Gui and Alina Bazarova and Pradeep Bhandari and Raf Bisschops nd Silvio Danese and Gert De Hertogh and Jose G. Ferraz and Martin Goetz and Enrico Grisan and Bu Hayee and Ralf Kiesslich and Mark Lazarev and Giulio Mandelli and Melissa Anna Teresa Monica and Remo Panaccione and Adolfo Parra-Blanco…Marietta Iacucci

2022

Automatic characterization of human embryos at day 4 post-insemination from time-lapse imaging using supervised contrastive learning and inductive transfer learning techniques

Computer Methods and Programs in Biomedicine, 16895 (221), 1 - 12

Elena Payá and Lorena Bori and Adrián Colomer and Marcos Meseguer and Valery Naranjo

2022

Supervised contrastive learning-guided prototypes on axle-box accelerations for railway crossing inspections

Expert Systems with Applications

Julio Silva-Rodríguez and Pablo Salvador and Valery Naranjo and Ricardo Insa

2022

A virtual chromoendoscopy artificial intelligence system to detect endoscopic and histologic activity/remission and predict clinical outcomes in ulcerative colitis

Endoscopy, 4 (55), 332 - 341

Marietta Iacucci and Rosanna Cannatelli  and Tommaso L. Parigi and Olga M. Nardone and Gian Eugenio Tontini and Nunzia Labarile  and Andrea Buda and Alessandro Rimondi and Alina Bazarova and Raf Bisschops  and Rocio del Amor and Pablo Meseguer and Valery Naranjo and Subrata Ghosh and Enrico Grisan

2022

PICaSSO Histologic Remission Index (PHRI) in ulcerative colitis: development of a novel simplified histological score for monitoring mucosal healing and predicting clinical outcomes and its applicability in an artificial intelligence system

GUT

Xianyong Gui and Alina Bazarova and Rocìo del Amor and Michael Vieth and Gert de Hertogh and Vincenzo Villanacci and Davide Zardo and Tommaso Lorenzo Parigi and Elin Synnøve Røyset and Uday N Shivaji and Melissa Anna Teresa Monica and Giulio Mandelli and Pradeep Bhandari and Silvio Danese and Jose G Ferraz and Bu’Hussain Hayee and Mark Lazarev and Adolfo Parra- Blanco and Luca Pastorelli and Remo Panaccione and Timo Rath and Gian Eugenio Tontini and Ralf Kiesslich and Raf Bisschops and Enrico Grisan and Valery Naranjo and Subrata Ghosh and Marietta Iacucci

2022

End-to-end deep learning system for recognition of euploid and aneuploid embryos using time-lapse videos

Human Reproduction (37)

Elena Payá Bosch and Lorena Bori and M.Á Valera and Adrián Colomer and Valeriana Naranjo and Marcos Meseguer

2022 SICAP

Efficient Cancer Classification by Coupling Semi Supervised and Multiple Instance Learning

IEEE Access

Arne Schmidt and Julio Silva-Rodríguez and Rafael Molina and Valery Naranjo

2022

Constrained unsupervised anomaly segmentation

Medical Image Analysis

Julio Silva-Rodríguez and Valery Naranjo and Jose Dolz

2022

Constrained multiple instance learning for ulcerative colitis prediction using histological images

Computer Methods and Programs in Biomedicine (224)1 - 8

Rocío del Amor and Pablo Meseguer and Tommaso Lorenzo Parigi and Vincenzo Villanacci and Adrián Colomer and Laëtitia Launet and Alina Bazarova and Gian Eugenio Tontini and Raf Bisschops and Gert de Hertogh and Jose G. Ferraz and Martin Götz and Xianyong Gui and Bu’Hussain Hayee and Mark Lazarev and Remo Panaccione and Adolfo Parra-Blanco and Pradeep Bhandari and, Luca Pastorelli and Timo Rath …Valery Naranjo

2022 SICAP

Proportion constrained weakly supervised histopathology image classification

Computers in Biology and Medicine (147)

Julio Silva-Rodríguez and Arne Schmidt and María A. Sales and Rafael Molina and Valery Naranjo

2022

OP15 A new simplified histology artificial intelligence system for accurate assessment of remission in Ulcerative Colitis

Journal of Crohn´s and Colitis

Vincenzo Villanacci and Tommaso Lorenzo Parigi and del Amor, Rocío and Meseguer-Esbrí, Pablo and Naranjo Ornedo, Valeriana.

2022

OP16 The first virtual chromoendoscopy artificial intelligence system to detect endoscopic and histologic remission in Ulcerative Colitis

Journal of Crohn´s and Colitis

M Iacucci, R Cannatelli, T L Parigi, A Buda, N Labarile, O M Nardone, G E Tontini, A Rimondi, A Bazarova, P Bhandari, R Bisschops, G De Hertogh, R Del Amor, J G Ferraz, M Goetz, X Gui, B Hayee, R Kiesslich, M Lazarev, V Naranjo, R Panaccione, A Parra-Blanco, L Pastorelli, T Rath, E S Røyset, M Vieth, V Villanacci, D Zardo, S Ghosh, E Grisan

2022

Glaucoma Grading VIA Mean Defect Back Propagation From OCT Images

EN 30th European Signal Processing Conference (EUSIPCO 2022). Belgrade, Serbia: IEEE.

Elisa Ramírez and del Amor, Rocío and García-Pardo, José Gabriel and Naranjo Ornedo, Valeriana

2021 GALAHAD

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

2021 SICAP

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

2021 GALAHAD

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

2021 GALAHAD

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

2021 SICAP

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

2021 GALAHAD

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

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

2021

Supervised Domain Adaptation for Automated Semantic Segmentation of the Atrial Cavity

Entropy, 7 (23), 1 - 16

Marta Saiz-Vivó, Adrián Colomer, Carles Fonfría, Luis Martí-Bonmatí and Valery Naranjo

2021

An attention-based weakly supervised framework for spitzoid melanocytic lesion diagnosis in whole slide images

Artificial Intelligence in Medicine (121)1 - 12.

Rocío del Amor, Laëtitia Launet, Adrián Colomer, Anaïs Moscardó, Andrés Mosquera-Zamudio, Carlos Monteagudo and Valery Naranjo

2021

Exploring Automation of the Embryo Evaluation Process by using Novel Deep Learning-based Methods

. Fertility and Sterility, 3 (116), e155 - e155.

Elena Payá and Lorena Bori and Adrián Colomer and Antonio Pellicer and Valery Naranjo and Marcos Meseguer

2021

Advanced morphodynamical analysis of embryos versus automatic morphokinetic annotations for outcome prediction; an artificial neural network analysis

Fertility and Sterility (116)e160 - e160

Elena Payá and Celia Fideli and Lorena Bori and José Remohí and Valery Naranjo and Marcos Meseguer

2021

Artificial intelligence in computational pathology – challenges and future directions

Digital Signal Processing (119)1 - 11

Sandra Morales and Kjersti Engan and Valery Naranjo

2021

A deep embedded refined clustering approach for breast cancer distinction based on DNA methylation

Neural Computing and Applications1 - 13

Rocío del Amor and Adrián Colomer and Carlos Monteagudo and Valery Naranjo

2021

Looking at the whole picture: constrained unsupervised anomaly segmentation

EN 32nd British Machine Vision Conference (BMVC 2021). Online.

Silva-Rodríguez, Julio and Naranjo Ornedo, Valeriana and Jose Dolz

2021

P–141 Artificial intelligence system for the automation of the blastocyst morphology evaluation in GERI Time-lapse Incubator

EN 37th Annual Meeting of the European Society of Human Reproduction and Embryology (ESRHE 2021). (141 - 141). Online.

Paya-Bosch, Elena and Bori, Lorena and A. Beltran and Naranjo Ornedo, Valeriana and Meseguer, Marcos

2021

A Deep Embedded Framework for Spitzoid Neoplasm Classification Using DNA Methylation Data

EN 29th European Signal Processing Conference (EUSIPCO 2021). (1271 - 1275). Online: IEEE.

del Amor, Rocío and Colomer, Adrián and Monteagudo, Carlos and Garzón, María José and García-Giménez, José Luis and Naranjo Ornedo, Valeriana

2021

A Self-Training Framework for Glaucoma Grading In OCT B-Scans

EN 29th European Signal Processing Conference (EUSIPCO 2021). (1281 - 1285). Online: IEEE.

García-Pardo, José Gabriel and Colomer, Adrián and Verdú-Monedero, Rafael and Dolz, Jose and Naranjo Ornedo, Valeriana

2020 CLARIFY

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

2020 SICAP

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

2020

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

2020 SICAP

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

2020 GALAHAD

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

2020 CLARIFY

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.

2020

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

2020 WIBEC

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

2020

The Influence of Each Facial Feature on How We Perceive and Interpret Human Faces

i-Perception, 5 (11), 1 - 18.

Jose A. Diego-Mas and José Félix Fuentes-Hurtado and Valery Naranjo and Mariano Alcañiz

2020

Deep convolutional encoder-decoder network for semantic segmentation of atrial cavity

EN XXXVIII Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2020). (443 - 446). Online: Sociedad Española de Ingeniería Biomédica .

Saiz-Vivó, Marta and Colomer, Adrián and Naranjo Ornedo, Valeriana

2020

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

EN 21st International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2020). (1 - 8). Online: Springer.

Silva-Rodríguez, Julio José; Paya-Bosch, Elena; García-Pardo, José Gabriel; Colomer, Adrián; Naranjo Ornedo, Valeriana

2020

Analysis of Hand-Crafted and Automatic-Learned Features for Glaucoma Detection Through Raw Circumpapillary OCT Images

EN 21st International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2020). (156 - 164). Online: Springer.

García-Pardo, José Gabriel and Colomer, Adrián and Naranjo Ornedo, Valeriana

2020

Deep Learning in Aeronautics: Air Traffic Trajectory Classification Based on Weather Reports

EN 21st International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2020). (148 - 155). Online: Springer.

Jiménez-Campfens, Néstor and Colomer, Adrián and Núñez, Javier and Mogollón, Juan Manuel and Rodríguez, Antonio L. and Naranjo Ornedo, Valeriana

2020

Glaucoma Detection From Raw Circumpapillary Oct Images Using Fully Convolutional Neural Networks

EN 27th IEEE International Conference on Image Processing (ICIP 2020). (2526 - 2530). Online: IEEE.

García-Pardo, José Gabriel and del Amor, Rocío and Colomer, Adrián and Naranjo Ornedo, Valeriana

2020

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

EN 27th IEEE International Conference on Image Processing (ICIP 2020). (2501 - 2505). Online: IEEE.

Amartya Kalapahar and Silva-Rodríguez, Julio José and Colomer, Adrián and López-Mir, Fernando and Naranjo Ornedo, Valeriana

2020

Deep Attention Learning for Spitzoid Melanocytic Lesions Classification

EN 2020 Conference on Machine Intelligence in Medical Imaging (CMIMI 2020). Online.

Amor del-Amor, María Rocío del and Colomer, Adrián and Universitat de València and Universitat de València and Naranjo Ornedo, Valeriana

2019 GALAHAD

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

2019 SICAP

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

2019 GALAHAD

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

2019 SICAP

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

2019

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

2019 GALAHAD

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

2019 SICAP

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

2019

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

2019 WIBEC

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

2019 GALAHAD

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

2019

Automatic classification of human facial features based on their appearance

PLoS ONE, 1 (14), 1 - 20

Félix Fuentes-Hurtado and Jose A. Diego-Mas and Valery Naranjo and Mariano Alcañiz

2019

A hybrid method for accurate iris segmentation on at-a-distance visible-wavelength images

EURASIP Journal on Image and Video Processing (Online), 1 (219), 1 - 14.

Félix Fuentes-Hurtado and Valery Naranjo and Jose Antonio Diego-Mas and Mariano Alcañiz

2018 MINERVA

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

2018 ACRIMA

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

2018 SICAP

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

XXXVI Congreso Anual de la Sociedad Española de Ingeniería Biomédica

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

2018 SICAP

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

XXXVI Congreso Anual de la Sociedad Española de Ingeniería Biomédica.

J.G García-Pardo and A. Colomer and Valery Naranjo and M.A. Sales-Maicas and F.J. García-Morata

2018 SICAP

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

XXXVI Congreso Anual de la Sociedad Española de Ingeniería Biomédica.

J.G García-Pardo and A. Colomer and Valery Naranjo and M.A. Sales-Maicas and F.J. García-Morata

2018 VCF EMOCIONAL

A Holistic Automatic Method for Grouping Facial Features Based on their Appearance

(EUSIPCO 2018) 2018 26th European Signal Processing Conference

Felix Fuentes-Hurtado and Jose Antonio Diego-Mas and Valery Naranjo and Mariano Alca ´ niz

2018 ACRIMA

Hard Exudate Detection Using Local Texture Analysis and Gaussian Processes

Adrían Colomer and Pablo Ruiz and Valery Naranjo and Rafael Molina and Aggelos K. Katsaggelos

2018 ACRIMA

Retinal Image Synthesis for Glaucoma Assessment Using DCGAN and VAE Models

Andres Diaz-Pinto and Adrían Colomer and Valery Naranjo and Sandra Morales and Yanwu Xu and Alejandro F. Frangi

2018 ACRIMA

Deep Learning-Based Approach for the Semantic Segmentation of Bright Retinal Damage

Intelligent Data Engineering and Automated Learning – IDEAL 2018

Cristiana Silva and Adrían Colomer and Valery Naranjo

2018 VCF EMOCIONAL

Finding the Importance of Facial Features in Social Trait Perception

Félix Fuentes-Hurtado and Jose Antonio Diego-Mas and Valery Naranjo and Mariano Alcañiz

2018 ACRIMA

Deep-Learning-Based Classification of Rat OCT Images After Intravitreal Injection of ET-1 for Glaucoma Understanding

Intelligent Data Engineering and Automated Learning – IDEAL 2018

Félix Fuentes-Hurtado and Sandra Morales and Jose M. Mossi and Valery Naranjo and Vadim Fedulov and David Woldbye and Kristian Klemp and Marie Torm and Michael Larsen

2018 MINERVA

Identification of Individual Glandular Regions Using LCWT and Machine Learning Techniques

José Gabriel García and Adrián Colomer and Valery Naranjo and Francisco Peñaranda and M. Á. Sales

2018 ACRIMA

Comparison of Local Analysis Strategies for Exudate Detection in Fundus Images

Intelligent Data Engineering and Automated Learning – IDEAL 2018

Joana Pereira and Adrián Colomer and Valery Naranjo

2018

Evolutionary Computation for Modelling Social Traits in Realistic Looking Synthetic Faces

Evolutionary Computation for Modelling Social Traits in Realistic Looking Synthetic Faces

José Félix Fuentes-Hurtado and Jose Antonio Diego-Mas and Valeriana Naranjo Ornedo and Mariano Luis Alcañiz Raya

2018

Endoclaen: Analizador Automático de Imágen para la Evaluación del Grado de Limpieza de los Procedimientos de Cápsula Endoscópica

Revista Española de Enfermedades Digestivas

Andrea Nevarez and Reinier Noorda and Valeriana Naranjo Ornedo and Noelia Alonso-Lázaro and María García Campos and Vicente Pons Beltrán

2018

Glaucoma Assessment, Optic Disc and Optic Cup Segmentation on Retinal Images using Deep Learning

EN 21st International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2018). (1 - 8). Granada, Spain.

Díaz-Pinto, Andrés Yesid and Naranjo Ornedo, Valeriana

2018

Endoclaen: Analizador Automático de Imagen para la Evaluación del Grado de Limpieza de los Procedimientos de Cápsula Endoscópica

EN 40 Congreso de la Sociedad Española de Endoscopia Digestiva (SEED 2018). Zaragoza, España: Arán Ediciones, S.L.

A. Nevárez Heredia and R. Noorda and V. Naranjo Ornedo and N. Alonoso Lázaro and V. Pons Beltrán and M. García Campos

2017 CUCO

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

2017

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

2017

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

2017

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

2017

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

2017 SICAP

Detección de núcleos en imágenes histológicas de próstata

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

2017

Evolving Deep Neural Networks architectures for Android malware classification

Alejandro Martín and Félix Fuentes-Hurtado and Valery Naranjo and David Camacho

2017 MINERVA

Performance of mid infrared spectroscopy in skin cancer cell type identification

Lena Kastl and Björn Kemper and Gavin R. Lloyd and Jayakrupakar Nallala and Nick Stone and Valery Naranjo and Francisco Peñaranda and Jürgen Schnekenburger

2017 SUPERBOWL

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

2017 ACRIMA

Assessment of sparse-based inpainting for retinal vessel removal.

Adrián Colomer and Valery Naranjo and Kjersti Engan and Karl Skretting

2017 ACRIMA

Retinal Disease Screening through Local Binary Patterns.

Sandra Morales and Kjersti Engan and Valery Naranjo and Adrián Colomer

2016 ACRIMA

Diagnóstico Automático del Glaucoma a través de la Segmentación y Análisis de la Copa Óptica Usando Imágenes de Fondo de Ojo

Andres Diaz-Pinto and Sandra Morales and Valery Naranjo and Pablo Alcocer and Aitor Lanzagorta

2016 ACRIMA

Glaucoma Diagnosis by Means of Optic Cup Feature Analysis in Color Fundus Images

Andres Diaz-Pinto and Sandra Morales and Valery Naranjo and Pablo Alcocer and Aitor Lanzagorta

2016 MINERVA

Multivariate Classification of Fourier Transform Infrared Hyperspectral Images of Skin Cancer Cells

Francisco Peñaranda and Valery Naranjo and Lena Kastl and Björn Kemper and Gavin R. Lloyd and Jayakrupakar Nallala and Nicholas Stone and Jürgen Schnekenburger

2016 ACRIMA

Optic Cup Characterization through Sparse Representation and Dictionary Learning

Valery Naranjo and Carlos J. Saez and Sandra Morales and Kjersti Engan and Soledad Gómez

2016 MINERVA

A two-step framework for the registration of HE stained and FTIR images

Francisco Peñaranda and Valery Naranjo and Rafaél Verdú-Monedero and Gavin R. Lloyd and Jayakrupakar Nallala and Nick Stone

2016 MINERVA

Potential of mid IR spectroscopy in the rapid label free identification of skin malignancies

Lena Kastl and Björn Kemper and Gavin R. Lloyd and Jayakrupakar Nallala and Nick Stone and Valery Naranjo and Francisco Penaranda and Jürgen Schnekenburger

2016 SUPERBOWL

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

2016 ACRIMA

Segmentación de la fóvea mediante morfología matemática en imágenes de fondo de ojo

Adrián Colomer and Sara Torres and Valery Naranjo and Sandra Morales

2016 ACRIMA

Retinal Diseases Characterization using Fractal Analysis

Adrián Colomer and Valery Naranjo and Thomas Janvier

2016

3D object detection and pose estimation

EN International Workshop on Assistive and Rehabilitation Technology (IWART 2016). (26 - 27). Elche, Spain: Limencop.

Ortega Pérez, Mario and Naranjo Ornedo, Valeriana and Alcañiz Raya, Mariano Luis

2015 HEPAPLAN

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

2015

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

2015 HEPAPLAN

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

2015

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

2015 BRAIM

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

2015 MINERVA

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

2015 BRAIM

Automatic Computer-Based Brain Tumor Volume Detection

Sandra Morales and Valery Naranjo and Fernando López-Mir and Félix Fuentes-Hurtado and Angela Bernabeu-Sanz-Sanz and Luis Luna

2015 BRAIM

Multimodal 3D Registration of Anatomic (MRI) and Functional (fMRI and PET) Intra-Patient Images of the Brain

Alvar-Gines Legaz-Aparicio and Rafael Verdu-Monedero and Jorge Larrey-Ruiz and Fernando López-Mir and Valery Naranjo and Angela Bernabeu-Sanz

2015 MINERVA

New Spectral Representation and Dissimilarity Measures Assessment for FTIR-spectra using Unsupervised Classification

Francisco Peñaranda and Fernando López-Mir and Valery Naranjo and Jesús Angulo and Lena Kastl and Juergen Schnekenburger

2015

Segmentation of LG Enhanced Cardiac MRI

Kjersti Engan and Valery Naranjo and Trygve Eftestøl and Stein Ørn and Leik Woie

2015 ACRIMA

Retinal vessel inpainting using Recursive Least Square Dictionary Learning Algorithm

Adrián Colomer and Valery Naranjo and Kjersti Engan and Karl Skretting

2015 ACRIMA

Significant point characterization in fundus images

Sandra Morales and Valery Naranjo and Adrián Colomer and Mariano Alcañiz

2015 VCF EMOCIONAL

Brain Activity Quantification for Sport Audiovisual Content Visualization using EEG

Adrián Colomer and Valery Naranjo and Jaime Guixeres and Juan Carlos Rojas and Javier Coret and Mariano Alcañiz

2014

Computer- Aided Diagnosis Software for Hypertensive Risk Determination Through Fundus Image Processing

Sandra Morales and Valery Naranjo and Amparo Navea and Mariano Alcañiz

2014 HEPAPLAN

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

2014 ACRIMA

Automatic Detection of Retinal Structures Based on Mathematical Morphology

Sandra Morales and Valery Naranjo and Mariano Alcañiz

2014 BRAIM

Registro 3D multimodal de imágenes anatómicas (MRI) y funcionales (fMRI y PET) intra-paciente del cerebro,

Álvar Legaz-Aparicio and Rafael Verdú-Monedero and Jorge Larrey-Ruiz and Fernando López-Mir and Valery Naranjo and Angela Bernabeu

2014 HEPAPLAN

Probability density function of object contours using regional regularized stochastic watershed

Fernando López-Mir and Valery Naranjo and Sandra Morales and Jesús Angulo

2014

Determination of Retinal Network Skeleton through Mathematical Morphology

Sandra Morales and Valery Naranjo and Jesús Angulo and Fernando López-Mir and Mariano Alcañiz

2014

Subjective perceptions when using motion tracking systems: A comparison among healthy subjects, individuals post-stroke, and therapists

Roberto Lloréns and Adrián Borrego and Valery Naranjo and Elena Parra and Enrique Noé and Mariano Alcañiz

2014

Sistema asistido por imagen para cuantificar objetivamente el grado de actividad neo-angiogénica en mucosa de pacientes con cáncer vesical no invasivo

Ángel Gallego and José Luis Ruiz and Fernando López-Mir and Nuria Ureña and Valery Naranjo and Guzmán Ordaz and Francisco Boronat

2014

Clinical Platform for Dental Implant Planning: Evaluation of the Structure and Bone Density, Design and Splint Creation

Amadeo Ten Esteve and Angel Alberich-Bayarri and Valery Naranjo and Luis Martí and Vicente Hervás

2014

Design, development and implementation of semi-automated CINE MR images segmentation pipeline using feature extraction and active contours

VJ García-Gomez and Ángel Alberich-Bayarri and Roberto Sanz-Requena and Alejandro Mañas and Luis Martí and Valery Naranjo

2014 ACRIMA

Feature extraction for retinal vascular network classification

Ana Montoro and Sandra Morales and Valery Naranjo and Fernando López-Mir and Mariano Alcañiz

2014

Image-Assisted System for the Diagnosis of Bladder Tumor Recurrence

Nuria Ureña and Fernando López-Mir and Sandra Morales and Valery Naranjo and José Luis Ruiz

2014 MINERVA

Stained and Infrared Image Registration as First Step for Cancer Detection

Valery Naranjo and Eliseo Villanueva and Gavin Rhys Lloyd and Nick Stone and Fernando López-Mir and Mariano Alcañiz

2014

Image-Assisted System for the Diagnosis of Bladder Tumor Recurrence

Nuria Ureña and Fernando López-Mir and Sandra Morales and Valery Naranjo and José Luis Ruiz

2014 ACRIMA

Detección de glaucoma mediante la combinación de la relación copa/disco y la regla ISNT

Belén Rodrigo and Sandra Morales and Valery Naranjo and Adrián Colomer and Mariano Alcañiz

2014 SUPERBOWL

Biosignal Analysis for Advertisement Evaluation

Adrián Colomer and Valery Naranjo and Jaime Guixeres and Jose Manuel Ausín and Mariano Alcañiz

2013 ACRIMA

Automatic Detection of Optic Disc Based on PCA and Mathematical Morphology

Sandra Morales and Valery Naranjo and Jesús Angulo and Mariano Alcañiz

2013 NARALAP

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

2013

Computer-Assisted System for Hypertensive Risk Determination through Fundus Image Processing

Sandra Morales and Valery Naranjo and Fernando López-Mir and Amparo Navea and Mariano Alcañiz

2013 BRAIM

Marker-Controlled Watershed for Volume Countouring in PET Images

Valery Naranjo and Fernando López-Mir and Clemente Marín and Sandra Morales and Juan José Fuertes and Eliseo Villanueva

2013

Automatic Segmentation of the Epicardium in Late Gadolinium Enhanced Cardiac MR Images

Kjersti Engan and Valery Naranjo and Trygve Eftesøl and Stein Ørn and Leik Woie

2013

Characterization and Measurement of Retinal Vascular Tree through Fundus Image Processing

Sandra Morales and Valery Naranjo and Jesús Angulo and Amparo Navea and Mariano Alcañiz

2013 BRAIM

Detection of Brain Pathologies using MRI

Juan José Fuertes and Valery Naranjo and Rafael Verdú-Monedero and Angela Bernabéu-Sanz and Pablo González and Jorge Larrey and Juan Morales and Javier Sánchez and Mariano Alcañiz

2013 HEPAPLAN

Efficient Variational Registration Method applied to CT Abdominal Images

Fernando López-Mir and Rafael Verdú-Monedero and Valery Naranjo and Jorge Larrey and Pablo González and Rafael López and Juan Morales

2013 IMFUTEC

Incorporation of a variational registration method into a spectroscopy tool

Juan José Fuertes and Valery Naranjo and Rafael Verdú-Monedero and Ángela Bernabéu-Sanz and Fernando López-Mir and Jorge Larrey and Juan Morales and Javier Sánchez and Mariano Alcañiz

2013 HEPAPLAN

A fast Computational Method Based on 3D Morphology and a Statistical Filter

Fernando López-Mir and Pablo González and Valery Naranjo and Eugenia Pareja and Mariano Alcañiz and Jaime Solaz-Mínguez

2013 IMFUTEC

IMFUTEC: A New Tool for Molecular Imaging Using Multivoxel Magnetic Resonance Spectroscopy

Valery Naranjo and Ángela Bernabéu-Sanz and Juan José Fuertes and Eliseo Villanueva and Javier Sánchez

2012 BRAIM

Comparative Study With New Accuracy Metrics for Target Volume Contouring in PET Image Guided Radiation Therapy

Tony Shepherd and Mika Teräs and Reinhard R. Beichel and Ronald Boellaard and Michel Bruynooghe and Volker Dicken and Mark J. Gooding and Peter J. Julyan and John A. Lee and Sébastien Lefèvre and Michael Mix and Valery Naranjo and Xiaodong Wu and Habib Zaidi and Ziming Zeng and Heikki Minn

2012 MIRACLE

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

2012

2-D Discrete Wavelet Transform for Hand Palm Texture Biometric Identification and Verification

Juan José Fuertes-Cebrián and Carlos M. Travieso and Valery Naranjo

2012

Entropía del centro de presión como medida del equilibrio

Roberto Lloréns and Valery Naranjo and Mariano Alcañiz and Enrique Noé and Carlos Alcaide

2012 NARALAP

Protocolo de validación de un sistema de realidad aumentada para ayuda a la colocación de trocares en quirófano

Fernando López-Mir and Valery Naranjo and Eliseo Villanueva and Luis Luna and Mariano Alcañiz and Susana López-Celada

2012 IMFUTEC

Registro de imágenes PET, RM y CSI en una aplicación de espectroscopia multivoxel para la detección de enfermedades cerebrales

Juan José Fuertes and Valery Naranjo and Rafael Verdú-Monedero and Ángela Bernabéu-Sanz and Pablo González and Jorge Larrey and Juan Morales and Javier Sánchez and Mariano Alcañiz

2012 HEPAPLAN

Registro variacional de imágenes con contraste de TC de hígado: implementación eficiente y efecto de la interpolación

Fernando López-Mir and Rafael Verdú-Monedero and Valery Naranjo and Juan Morales and Pablo González and Jorge Larrey

2012 ACRIMA

Automatic detection of optic disc based on PCA and stochastic watershed

Sandra Morales and Valery Naranjo and Amparo Navea and Mariano Alcañiz and David Pérez

2012 HEPAPLAN

Efficient Image Registration for the Analysis of Different Phases of Contrast-Enhanced Liver CT Data

Rafael Verdú and Jorge Larrey and Juan Morales and Fernando López-Mir and Valery Naranjo and Mariano Alcañiz and Rafael López

2012

Analysis of the effect of considering gravity in X-Ray mammography simulation

Juan Antonio Solves and Francisco Martínez-Martínez and María José Rupérez and Carlos Monserrat and Valery Naranjo

2012

MRI Skin Segmentation for the Virtual Deformation of the Breast under Mammographic Compression

Juan Antonio Solves and Carlos Monserrat and María José Rupérez and Valery Naranjo

2012 IMFUTEC

Multivoxel MR Spectroscopy Tool for Brain Cancer Detection in Neuronavigation – Performance

Juan José Fuertes and Valery Naranjo and Pablo González and Ángela Bernabéu-Sanz and Mariano Alcañiz and Javier Sánchez

2012

Segmentation and analysis of retinal vascular tree from fundus images processing

Sandra Morales and Valery Naranjo and Jesús Angulo and Juan José Fuertes and Mariano Alcañiz

2012 IMFUTEC

1-D Mathematical Morphology for Water Removal in 1H MR Spectroscopy Tool

EN International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS 2012). (381 - 384). Vilamoura, Portugal: SciTePress.

Juan José Fuertes and Valery Naranjo and Jesús Angulo and Mariano Alcañiz

2012

Myocardium Torsion Analysis by Automated Frequency Components Centroid Detection in tagging MRI

EN 29th Annual Scientific Meeting of the European Society for Magnetic Resonance in Medicine and Biology (ESMRMB 2012). (294 - 295). Lisboa: Springer

Aparici-Tortajada, Lucía and Alberich Bayarri, Angel and Naranjo Ornedo, Valeriana and Luis Martí Bonmatí

2011 MIRACLE

Metal artifact reduction in dental CT images using polar morphology

Valery Naranjo and Roberto Lloréns and Mariano Alcañiz and Fernando López-Mir

2011 NARALAP

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

2011 ACRIMA

Detección automática del disco óptico mediante la transformada watershed estocástica

David Pérez and Sandra Morales and Valery Naranjo and Amparo Navea and Mariano Alcañiz

2011 HEPAPLAN

HepaPlan: Planificador Hepático

XXIX Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB)

Fernando López-Mir and Valery Naranjo and Pablo González and Miriam Cortés-Cerisuelo and Eliseo Villanueva and Rafael Verdú-Monedero and Sara Brugger and Jorge Larrey-Ruiz and Mariano Alcañiz

2011

A new 3D paradigm for metal artifact reduction in dental CT

18th IEEE International Conference on Image Processing (ICIP)

Valery Naranjo and Roberto Lloréns and Mariano Alcañiz and Rafael Verdú-Monedero and Jorge Larrey-Ruiz and Juan Morales-Sánchez

2011 NARALAP

Aorta segmentation using the watershed algorithm for an augmented reality system in laparoscopic surgery

8th IEEE International Conference on Image Processing (ICIP)

Fernando López-Mir and Valery Naranjo and Jesús Ángulo-López and Eliseo Villanueva and Mariano Alcañiz and Susana López-Celada

2011

Real-time traffic analysis at night-time

18th IEEE International Conference on Image Processing (ICIP)

José Manuel Mossi and Alberto Albiol-Colomer and Antonio José Albiol-Colomer and Valery Naranjo

2011 NARALAP

Augmented reality system for keyhole surgery performance and accuracy validation

International Conference on Computer Graphics Theory and Applications (GRAPP)

Juan José Fuertes and Fernando López-Mir and Valery Naranjo and Mario Ortega-Pérez and Eliseo Villanueva and Mariano Alcañiz.

2011 MIRACLE

Metal Artifact Reduction in Dental CT Images using Polar Mathematical Morphology

En: Lecture Notes in Computer Science 11 - 19.

Valery Naranjo and Roberto Lloréns and Patricia Paniagua and Mariano Alcañiz and Salvador Albalat

2011 NARALAP

NaRALap: augmented reality system for navigation in laparoscopic surgery

EN 25th International Congress and Exhibition in Computer Assited Radiology and Surgery (CARS 2011). (98 - 99). Berlín (Alemania): SPRINGER.

López Mir, Fernando and Martínez Martínez, Francisco and Fuertes Cebrián, Juan José and Lago Angel, Miguel Angel and Rupérez Moreno, María José and Naranjo Ornedo, Valeriana and C. Monserrat

2011

Herramienta Software para la Detección de Cáncer en el Cerebro mediante Espectroscopia por Resonancia Magnética de Multivoxel

EN XXIX Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2011). (99 - 102). Cáceres (Spain): Centro de Cirugía de Mínima Invasión Jesús Usón.

Fuertes Cebrián, Juan José; Naranjo Ornedo, Valeriana; Gonzalez Perez, Pablo; Ángela ; Alcañiz Raya, Mariano Luis; Javier

2010

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

2010

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

2010

Virtual articulator based on optical tracking

Valery Naranjo and Roberto Lloréns and José Juan Mulet and Mariano Alcañiz and Salvador Albalat

2010 MIRACLE

Descripción de un módulo de tratamiento de imagen como soporte en sistemas de imagen dental

XXVIII Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB)

Roberto Lloréns and Valery Naranjo and Mariano Alcañiz and Miguel Peñarrocha

2010

Herramienta software para el estudio de la arquitectura microvascular retiniana mediante técnicas de tratamiento digital de imagen de fondo de ojo

XXVIII Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB)

Sandra Morales and Valery Naranjo and José Alcón and Mariano Alcañiz and Empar Lurbe

2010 NARALAP

Sistema de Realidad Aumentada para ayuda en la colocación de trocares en cirugía laparoscópica

XXVIII Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB)

Juan José Fuertes and Fernando López-Mir and Valery Naranjo and Mario Ortega and Mariano Alcañiz

2010

Analysis of Visual Perception Aspects of the Virtual Reality Experience with Transcranial Doppler Monitoring

15th Cybertherapy 2010

Beatriz Rey and Mariano Alcañiz and Valery Naranjo and Vera Parkhutik and José Tembl

2010 MIRACLE

FC-based Segmentation of Jaw Tissues

International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS)

Roberto Lloréns and Valery Naranjo and Miriam Clemente and Mariano Alcañiz and Salvador Albalat

2010 MIRACLE

MIRACLE: a CAD/CAM System for the manufacture of dental surgical splints

International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS)

Valery Naranjo and Roberto Lloréns and Mariano Alcañiz and Beatriz Rey and Salvador Albalat and Juan Fayos and Iñigo Morales

2009 MIRACLE

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

2009

Transcranial Doppler: a Non-Invasive Tool for Monitoring Brain Activity in Virtual Reality Therapy

14th Annual CyberTheraphy & CyberPhsychology Conference

Beatriz Rey and Vera Parkhutik and Mariano Alcañiz and José Tembl and Valery Naranjo

2009

Grain noise reduction using the human visual system characteristics

14th European Signal Processing Conference (EUSIPCO)

Valery Naranjo and Soledad Gómez and Alberto Albiol and Jose Manuel Mossi

2009

Transcranial Doppler: A Tool for Augmented Cognition in Virtual Environments

En: Lecture Notes in Computer Science (5638)427 - 436

Beatriz Rey and Mariano Alcañiz and Valery Naranjo and Jose Tembl and Vera Parkhutik.

2009

Transcranial Doppler: a Non-Invasive Tool for Monitoring Brain Activity in Virtual Reality Therapy

En: Studies in Health Technology and Informatics (144)133 - 137

Beatriz Rey and Vera Parkhutik and Mariano Alcañiz and Jose Tembl and Valery Naranjo

2009

Towards an automated reconstruction of jaw tissues using fuzzy connectedness image segmentation

EN 23rd International Congress and Exhibition in Computer Assisted Radiology and Surgery (CARS 2009). (202 - 204). Berlín, Alemania: Springer Verlag.

Roberto Lloréns and Valery Naranjo and Miriam Clemente and Mariano Alcañiz and Salvador Albalat

2008

Geometrical feature extraction from ultrasonic time frequency images: An application to nondestructive testing of materials

16th European Signal Processing Conference (EUSIPCO)

Ramón Miralles and Soledad Gómez and Valery Naranjo and Addison Salazar

2007

Fast shot detection for high quality low delay h.264 video coding

26th Picture Coding Symposium (PCS)

Pau Usach and Jorge Sastre and Valery Naranjo and J.M. López

2007

An application of morphologic filters to remove non-linear distorsions from time-frequency representations of acoustic signals

19th International Congress on Acoustics (ICA)

Soledad Gómez and Valery Naranjo and Ramón Miralles

2007

GRADUAL TRANSITION DETECTION FOR VIDEO PARTITIONING USING MORPHOLOGICAL OPERATORS

Image Analysis and Stereology, 26(2), 51–61

Naranjo, V., Angulo, J., Albiol, A., Mossi, J. M., Albiol, A., & Gómez, S.

2007

Validation of Fuzzy Connectedness Segmentation for Jaw Tissues

En: Lecture Notes in Computer Science 41 - 47.

Roberto Lloréns and Valery Naranjo and Miriam Clemente and Mariano Alcañiz and Salvador Albalat.

2006

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

2006

Shot detection method for low bit-rate H.264 video coding

14th European Signal Processing Conference (EUSIPCO)

Jorge Sastre and Pau Usach and Alejandro Moya and Valery Naranjo and Joaquín M. López

2005

Movie Restorer: Herramienta Software para la restauración de películas antiguas

XX Simposium Nacional de la Unión Científica Internacional de Radio (URSI)

Soledad Gomez and Valery Naranjo

2005

Extracting random vibration components from global motion vectors

5th IASTED International Conference on Visualization, Imaging and Image Processing (VIIP)

Soledad Gomez and Valery Naranjo and Antonio Albiol and Jose Manuel Mossi

2005

Shot detection method for low bit-rate video coding

5th IASTED International Conference on Visualization, Imaging and Image Processing (VIIP 2005)

Jorge Sastr and G. Castelló and Valery Naranjo and Joaquín M. López and Antonio Ferreras

2004

Automatic license plate reading using mathematical morphology

4th IASTED International Conference on Visualization, Imaging and Image Processing (VIIP)

Antonio Albiol and Jose Manuel Mossi and Alberto Albiol and Valery Naranjo

2004

Morphological Lambda-Reconstruction applied to restoration of blotches in old films

4th IASTED International Conference on Visualization, Imaging and Image Processing (VIIP)

Valery Naranjo and Antonio Albiol and Jose Manuel Mossi and Alberto Albiol

2003

Robust motion detector for video surveillance applications

2003 IEEE International Conference on Image Processing (ICIP)

Antonio Albiol and Christopher Sandoval and Alberto Albiol and Valery Naranjo and José Manuel Mossi

2001

Real-Time High Density People Counter usingmorphological tools

Antonio Albiol and Inmaculada Mora and Valery Naranjo

2001

Real time high-density people counter using morphological tools

IX Spanish Symposium on Pattern Recognition and Image Analysis

Jesús Molina and Valery Naranjo and Inma Mora and Antonio Albiol

2000

Flicker reduction in old films

2000 IEEE International Conference on Image Processing (ICIP)

Valery Naranjo and Antonio Albiol

2000

Low complexity cut detection in the presence of flicker

2000 IEEE International Conference on Image Processing (ICIP)

Antonio Albiol and Valery Naranjo and Jesús Angulo

2000

Real-time high density people counter using morphological tools

International Conference on Pattern Recognition (ICPR)

Antonio Albiol and Valery Naranjo and Inma Mora

1997

Two-Dimensional Lms Adaptation Strategies For Non-Stationary Signals

Antonio Albiol and Jose M.Mossi and Valery Naranjo and Luis Vergara

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