PUBLICACIONES
2021

Automatic Segmentation of the Retinal Nerve Fiber Layer by Means of Mathematical Morphology and Deformable Models in 2D Optical Coherence Tomography Imaging Artículo de revista
En: Sensors, vol. 21, no. 23, pp. 8027, 2021, ISSN: 1424-8220.
A novel self-learning framework for bladder cancer grading using histopathological images Artículo de revista
En: Computers in Biology and Medicine, vol. 138, pp. 104932, 2021, ISSN: 0010-4825.

Circumpapillary OCT-focused hybrid learning for glaucoma grading using tailored prototypical neural networks Artículo de revista
En: Artificial Intelligence in Medicine, vol. 118, pp. 102132, 2021, ISSN: 0933-3657.

Self-Learning for Weakly Supervised Gleason Grading of Local Patterns Artículo de revista
En: IEEE Journal of Biomedical and Health Informatics, vol. 25, iss. 8, pp. 3094-3104, 2021, ISSN: 2168-2194 .

Glaucoma Detection from Raw SD-OCT Volumes: A Novel Approach Focused on Spatial Dependencies Artículo de revista
En: Computer Methods and Programs in Biomedicine, vol. 200, pp. 105855, 2021, ISSN: 0169-2607.

WeGleNet: A weakly-supervised convolutional neural network for the semantic segmentation of Gleason grades in prostate histology images Artículo de revista
En: Computerized Medical Imaging and Graphics, vol. 88, 2021, ISSN: 0895-6111.

Contribution of Gray Matter Atrophy and White Matter Damage to Cognitive Impairment in Mildly Disabled Relapsing-Remitting Multiple Sclerosis Patients Artículo de revista
En: Diagnostics, vol. 11, no. 3, pp. 578, 2021, ISSN: ISSN 2075-4418.

Retinal layer segmentation in rodent OCT images: Local intensity profiles & fully convolutional neural networks Artículo de revista
En: Computer Methods and Programs in Biomedicine, vol. 198, 2021, ISBN: 0169-2607.
2020

Automatic evaluation of degree of cleanliness in capsule endoscopy based on a novel CNN architecture Artículo de revista
En: Scientific Reports, vol. 10, 2020, ISSN: 2045-2322.

Going deeper through the Gleason scoring scale: An automatic end-to-end system for histology prostate grading and cribriform pattern detection Artículo de revista
En: Computer Methods and Programs in Biomedicine, vol. 195, 2020, ISSN: 0169-2607.

Automatic identification of stimulation activities during newborn resuscitation using ECG and accelerometer signals Artículo de revista
En: Computer Methods and Programs in Biomedicine, vol. 193, 2020, ISSN: 0169-2607.

Novel and conventional embryo parameters as input data for artificial neural networks: an artificial intelligence model applied for prediction of the implantation potential Artículo de revista
En: Fertility and Sterility, 2020, ISSN: 0015-0282.

Automatic Segmentation of Epidermis and Hair Follicles in Optical Coherence Tomography Images of Normal Skin by Convolutional Neural Networks Artículo de revista
En: Frontiers in medicine dermatology, 2020.

A TV-based image processing framework for blind color deconvolution and classification of histological images Artículo de revista
En: Digital Signal Processing: A Review Journal, vol. 101, 2020, ISSN: 1051-2004.

REFUGE Challenge: A unified framework for evaluating automated methods for glaucoma assessment from fundus photographs Artículo de revista
En: Medical Image Analysis, vol. 59, 2020, ISSN: 1361-8415.

A Multi-organ Nucleus Segmentation Challenge Artículo de revista
En: IEEE TRANSACTIONS ON MEDICAL IMAGING, vol. 39, no. 5, 2020, ISSN: 0278-0062.

Detection of Early Signs of Diabetic Retinopathy Based on Textural and Morphological Information in Fundus Images Artículo de revista
En: Sensors 2020, vol. 20, 2020, ISSN: 1424-8220.
2019

A new optical density granulometry-based descriptor for the classification of prostate histological images using shallow and deep Gaussian processes Artículo de revista
En: Computer Methods and Programs in Biomedicine, vol. 178, pp. 303-317, 2019, ISSN: 0169-2607.

First-Stage Prostate Cancer Identification on Histopathological Images: Hand-Driven versus Automatic Learning Artículo de revista
En: Entropy, vol. 21, no. 4, 2019, ISSN: 1099-4300 .

CNNs for automatic glaucoma assessment using fundus images: an extensive validation Artículo de revista
En: 2019, ISSN: 1475-925.

Computer-aided Glaucoma Diagnosis using Stochastic Watershed Transformation on Single Fundus Images Artículo de revista
En: Journal of Medical Imaging and Health Informatics (Online), vol. 9, no. 6, pp. 1057- 336, 2019, ISSN: 2156-7026 .

Retinal Image Synthesis and Semi-Supervised Learning for Glaucoma Assessment Artículo de revista
En: EEE Transactions on Medical Imaging, vol. 38, no. 9, pp. 2211 - 2218, 2019, ISSN: 0278-0062.
2018

Discrimination of skin cancer cells using Fourier transform infrared spectroscopy Artículo de revista
En: Computers in Biology and Medicine, vol. 100, pp. 50 - 61, 2018, ISSN: 0010-4825.

Evaluation of fractal dimension effectiveness for damage detection in retinal background Artículo de revista
En: Journal of Computational and Applied Mathematics, vol. 337, 2018, ISSN: 0377-0427.
2017

Retinal network characterization through fundus image processing: Significant point identification on vessel centerline. Artículo de revista
En: Signal processing: image communication, vol. 59, pp. 50-64, 2017, ISSN: 0923-5965.

Consumer & Neuroscience-based metrics predict recall, liking and viewing rates in online advertising. Artículo de revista
En: Frontiers in Psychology, vol. 8, no. 1808, pp. 1-14, 2017, ISSN: 1664-1078.

EvoDeep: A new evolutionary approach for automatic Deep Neural Networks parametrisation. Artículo de revista
En: Journal of Parallel and Distributed Computing, 2017, ISSN: 0743-7315.

Multimodal registration of optical microscopic and infrared spectroscopic images from different tissue sections: An application to colon cancer Artículo de revista
En: Digital signal processing, vol. 68, pp. 1-15, 2017, ISSN: 1051-2004.

Efficient Variational Approach to Multimodal Registration of Anatomical and Functional Intra-Patient Tumorous Brain Data Artículo de revista
En: International Journal of Neural Systems, vol. 27, no. 6, pp. 1-11, 2017, ISSN: 0129-0657.

BRAIM: A computer-aided diagnosis system for neurodegenerative diseases and brain lesionmonitoring from volumetric analyses Artículo de revista
En: Computer methods and programs in biomedicine, vol. 145, pp. 167-179, 2017, ISSN: 0169-2607.

Performance of Common Clustering Methods in Segmenting Vascular Pathologies in Capsule Endoscopy Images Artículo de revista
En: International Journal of Computer Assisted Radiology and Surgery, vol. 12, pp. s22-s23, 2017, ISSN: 1861-6410.

Assessment of sparse-based inpainting for retinal vessel removal. Artículo de revista
En: Signal processing: image communication, vol. 59, pp. 73-82, 2017, ISSN: 0923-5965.

Retinal Disease Screening through Local Binary Patterns. Artículo de revista
En: IEEE Journal of Biomedical and Health Informatics, vol. 21, no. 1, pp. 184-192, 2017, ISSN: 2168-2194.
2016

A Comparison of Physiological Signal Analysis Techniques and Classifiers for Automatic Emotional Evaluation of Audiovisual Contents Artículo de revista
En: Frontiers in Computational Neuroscience, vol. 10, pp. 1-16, 2016, ISSN: 1662-5188.

Axlebox accelerations: Their acquisition and time characterisation for railway track monitoring purposes Artículo de revista
En: Measurement, vol. 82, pp. 301-312, 2016, ISSN: 0263-2241.
2015

A Method for Liver Segmentation on Computed Tomography Images in Venous Phase Suitable for Real Environments Artículo de revista
En: Journal of Medical Imaging and Health Informatics, vol. 5, pp. 1208-1216, 2015, ISSN: 2156-7018.

A Software For Surgical And Radiotherapy Planning Through Multimodal Brain Image Registration And Fusion Artículo de revista
En: International Journal of Computer Assisted Radiology and Surgery, vol. 10, pp. 15-17, 2015, ISSN: 1861-6410.

HepaPlan: a CAD software for planning hepatic surgeries Artículo de revista
En: International Journal of Computer Assisted Radiology and Surgery, vol. 10, pp. 238-239, 2015, ISSN: 1861-6410.

Tracking Systems for Virtual Rehabilitation: Objective Performance vs. Subjective Experience. A Practical Scenario. Artículo de revista
En: Sensors, vol. 15, pp. 6586-6606, 2015, ISSN: 1424-8220.
2014

Comparing algorithms for automated vessel segmentation in computed tomography scans of the lung: the VESSEL12 study Artículo de revista
En: Medical Image Analysis, vol. 18, pp. 1217-1232, 2014, ISSN: 1361-8415.

Computer- Aided Diagnosis Software for Hypertensive Risk Determination Through Fundus Image Processing Artículo de revista
En: IEEE Journal of Biomedical and Health Informatics, vol. 18, no. 6, pp. 1757-1763, 2014, ISSN: 2168-2194.

Liver segmentation in MRI: A fully automatic method based on stochastic partitions Artículo de revista
En: Computer Methods and Programs in Biomedicine, vol. 114, no. 1, pp. 11-28, 2014, ISSN: 0169-2607.

Stroke rehabilitation through the Kinect: Reality beyond the revolution. A comparison among different tracking systems and populations. Artículo de revista
En: Brain Injury, vol. 28, pp. 167-168, 2014, ISSN: 0269-9052.
2013

Design and Validation of an Augmented Reality System for Laparoscopic Surgery in a Real Environment Artículo de revista
En: BioMed Research International, pp. 1-12, 2013, ISSN: 2314-6133.

Automatic Detection of Optic Disc Based on PCA and Mathematical Morphology Artículo de revista
En: IEEE Transactions on Medical Imaging, vol. 32, pp. 786-796, 2013, ISSN: 0278-0062.
2012

Comparative StudyWith New Accuracy Metrics for Target Volume Contouring in PET Image Guided Radiation Therapy Artículo de revista
En: IEEE Transactions on Medical Imaging, vol. 31, pp. 2006-2024, 2012, ISSN: 0278-0062.

Jaw tissues segmentation in dental 3D CT images using fuzzy-connectedness and morphological processing Artículo de revista
En: Computer Methods and Programs in Biomedicine., vol. 108, pp. 832-843, 2012, ISSN: 0169-2607.
2011

Removing interference components in time representations usingmorphological operators Artículo de revista
En: Journal of Visual Communication and Image Representation, vol. 22, pp. 401 - 410, 2011, ISSN: 1047-3203.

NaRALap: augmented reality system for navigation in laparoscopic surgery Artículo de revista
En: International Journal of Computer Assisted Radiology and Surgery, vol. 6, pp. S98-S99, 2011, ISSN: 1861-6410.

Metal artifact reduction in dental CT images using polar morphology Artículo de revista
En: Computer Methods and Programs in Biomedicine, vol. 102, pp. 64 - 74, 2011, ISSN: 0169-2607.
2010

Virtual articulator based on optical tracking Artículo de revista
En: International Journal of Computer Assisted Radiology and Surgery, vol. 5, pp. S242-S243, 2010, ISSN: 1861-6410.

Content-based Dynamic Threshold Method for Real Time Keyframe Selecting Artículo de revista
En: IEEE Transactions on Circuits and Systems for Video Technology, vol. 20, pp. 982 - 993, 2010, ISSN: 1051-8215.

Geometrical Feature Extraction from Ultrasonic Time Frequency Responses: An Application to Nondestructive Testing of Materials Artículo de revista
En: EURASIP Journal on Advances in Signal Processing, vol. 2010, pp. 1 - 10, 2010.

A New Visually Evoked Cerebral Blood Flow Response Analysis Using a Low-Frequency Estimation Artículo de revista
En: Ultrasound in Medicine and Biology, vol. 36, pp. 383 - 391, 2010, ISSN: 0301-5629.
2009

Towards an automated reconstruction of jaw tissues using fuzzy connectedness image segmentation Artículo de revista
En: International Journal of Computer Assisted Radiology and Surgery, vol. 4, pp. s203, 2009, ISSN: 1861-6410.
2006

A new method for the characterization of telecine effect in video sequences Artículo de revista
En: Signal Processing-Image Communication, vol. 21, pp. 550 - 561, 2006, ISSN: 0923-5965.
2001
Real-Time High Density People Counter usingmorphological tools Artículo de revista
En: IEEE Transactions on Intelligent Transportation Systems, vol. 2, pp. 204 - 217, 2001, ISSN: 1524-9050.
1997

Two-Dimensional Lms Adaptation Strategies For Non-Stationary Signals Artículo de revista
En: Digital Signal Processing, vol. 7, pp. 3 - 12, 1997, ISSN: 1051-2004.
DIRECCIÓN
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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