Books and Journals
Extended version
2024
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"3D Features Fusion for Automated Segmentation of Fluid Regions in CSCR Patients: An OCT-based Photodynamic Therapy Response Analysis",
Journal of Imaging Informatics in Medicine,
1-19,
2024.
[Abstract] [PDF] [+Info.]
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"Adapted generative latent diffusion models for accurate pathological analysis in chest X-ray images",
Medical & Biological Engineering & Computing,
2024.
[Abstract] [PDF] [+Info.]
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"Efficient semi-supervised hierarchical training for segmenting choroidal vessels and other structures on OCT images of multiple sclerosis patients",
Biomedical Signal Processing and Control,
100,
2024.
[Abstract] [PDF]
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"Intra- and inter-expert validation of an automatic segmentation method for fluid regions associated with central serous chorioretinopathy in OCT images",
Journal of Imaging Informatics in Medicine,
1-16,
2024.
[Abstract] [PDF] [+Info.]
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"Fully automatic deep convolutional approaches for the screening of neurodegeneratives diseases using multi-view OCT images",
Artificial Intelligence in Medicine,
158,
103006,
2024.
[Abstract] [PDF] [+Info.]
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"Are artificial intelligence chatbots a reliable source of information about contact lenses?",
Contact Lens & Anterior Eye ,
102130,
2024.
[Abstract] [PDF] [+Info.]
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"Multi-task Localization of the Hemidiaphragms and Lung Segmentation in Portable Chest X-ray Images of COVID-19 Patients",
Digital Health,
10,
1–22,
2024.
[Abstract] [PDF] [+Info.]
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"Efficient Clinical Decision-Making Process via AI-Based Multimodal Data Fusion: A COVID-19 Case Study",
Heliyon,
10 (20),
e38642,
2024.
[Abstract] [PDF] [+Info.]
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"Evolutionary multi-target neural network architectures for flow void analysis in optical coherence tomography angiography",
Applied Soft Computing,
153,
111304,
2024.
[Abstract] [PDF] [+Info.]
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"Computer-assisted evaluation of retinal vessel tortuosity in children with sickle cell disease without retinopathy",
Microvascular Research Journal,
157,
104752 ,
2024.
[Abstract] [PDF]
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"Multi-Adaptive Optimization for multi-task learning with deep neural networks",
Neural Networks,
170,
254-265,
2024.
[Abstract] [PDF] [+Info.]
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"Automatic Simultaneous Ciliary Muscle Segmentation and Biomarker Extraction in AS-OCT Images using Deep Learning-based approaches ",
Biomedical Signal Processing and Control,
90,
105851,
2024.
[Abstract] [+Info.]
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"ConKeD: Multiview contrastive descriptor learning for keypoint-based retinal image registration",
Medical & Biological Engineering and Computing,
1-16,
2024.
[PDF] [+Info.] -
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"Phytoplankton detection and recognition in freshwater digital microscopy
images using deep learning object detectors",
Heliyon,
2024.
[Abstract] [PDF]
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"Comparative study of the glistening between four intraocular lens models assessed by optical coherence tomography and deep learning",
Journal of Cataract & Refractive Surgery,
50 (1),
37-42,
2024.
[Abstract] [+Info.]
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"Efficient white blood cell identification with hybrid inception-xception network",
The Journal of Supercomputing,
2024.
[Abstract] [+Info.]
2023
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"Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning",
Computer Methods and Programs in Biomedicine,
229(107296),
1-20,
2023.
[+Info.] -
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"Computerized tool for the automatic segmentation of DRT edemas using OCT scans",
Photo Acoustic and Optical Coherence Tomography Imaging, Volume 1 ,
1,
1-15,
2023.
[Abstract] [PDF] [+Info.]
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"Context Encoder Transfer Learning Approaches For Retinal Image Analysis",
Computers in Biology and Medicine,
152,
106451,
2023.
[Abstract] [PDF] [+Info.]
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"Image-to-Image Translation with Generative Adversarial Networks via Retinal Masks for Realistic Optical Coherence Tomography Imaging of Diabetic Macular Edema Disorders",
Biomedical Signal Processing and Control,
79,
104098,
2023.
[Abstract] [PDF] [+Info.]
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"Explainable artificial intelligence for the automated assessment of the retinal vascular tortuosity",
Medical & Biological Engineering & Computing,
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2023.
[Abstract] [PDF]
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"NEmecum: digital tool to help the prescription and dispensation of enteral nutrition and infant nutrition formulas. Development, diffusion and analysis of results and usage data",
Nutrición Hospitalaria,
40(5),
924-933,
2023.
[Abstract] [+Info.]
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"Comprehensive fully-automatic multi-depth grading of the clinical types of macular neovascularization in OCTA images",
Applied Intelligence,
1-22,
2023.
[Abstract] [PDF]
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"Multivendor fully-automatic uncertainty management approaches for the intuitive representation of DME fluid accumulations in OCT images",
Medical & Biological Engineering & Computing,
1-16,
2023.
[Abstract] [PDF] [+Info.]
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"Comprehensive Analysis of Clinical Data for COVID-19 Outcome Estimation with Machine Learning Models",
Biomedical Signal Processing and Control,
84,
104818,
2023.
[Abstract] [PDF] [+Info.]
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"Fully automatic segmentation and monitoring of choriocapillaris flow voids in OCTA images",
Computerized Medical Imaging and Graphics,
104,
102172,
2023.
[Abstract] [PDF]
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"Análisis de similitud de marcas gráficas mediante técnicas de visión artificial y aprendizaje profundo",
El derecho de marcas y de la competencia ante las tecnologÃas de vanguardia,
2023.
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"Joint keypoint detection and description network for color fundus image registration",
Quantitative Imaging in Medicine and Surgery,
13, No. 7,
4540-4562,
2023.
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"Integrando a Linguaxe Inclusiva no CurrÃculo Universitario: Un Caso de Estudo no Grao en Inglés da UDC",
XUGeX - VIII Xornadas Galegas Universitarias en Xénero,
8,
31-39,
2023.
[+Info.] -
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"Desarrollo de competencias en visión artificial utilizando estrategias de aprendizaje cooperativo multiespecialidad con estudiantes de TFG",
Contextos universitarios transformadores: a innovación como eixo vertebrador da docencia,
231-242,
2023.
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"Automated Inter-Device 3D OCT Image Registration using Deep Learning and Retinal Layer Segmentation",
Biomedical Optics Express,
14,
3726--3747,
2023.
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"A foundation model for diverse and generalizable disease detection from retinal images",
Nature,
2023.
[Abstract] [PDF] [+Info.]
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"Computer-assisted evaluation of retinal vessel tortuosity in
moderate-to-late preterm children",
European Journal of Ophthalmology,
2023.
[Abstract] [PDF]
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"Robust Multi-view Approaches for Retinal Layer Segmentation in Glaucoma Patients via Transfer Learning",
Quantitative Imaging in Medicine and Surgery,
13 (5),
2846-2859,
2023.
[Abstract] [PDF] [+Info.]
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"Deformable registration of multimodal retinal images using a weakly-supervised deep learning approach",
Neural Computing and Applications,
35,
14779–14797,
2023.
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"Generation of synthetic intermediate slices in 3D OCT cubes for improving pathology detection and monitoring",
Computers in Biology and Medicine,
2023.
[Abstract] [PDF]
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"A New Generative Approach for Optical Coherence Tomography Data Scarcity: Unpaired Mutual Conversion between Scanning Presets",
Medical & Biological Engineering & Computing,
2023.
[Abstract] [PDF] [+Info.]
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"Automatic Segmentation of Retinal Layers in Multiple Neurodegenerative Disorder Scenarios",
IEEE Journal of Biomedical and Health Informatics,
27 (11),
5483-5494,
2023.
[Abstract] [PDF] [+Info.]
2022
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"Early changes in choriocapillaris flow voids as an efficacy biomarker of photodynamic therapy in central serous chorioretinopathy",
Photodiagnosis and Photodynamic Therapy,
38,
102862,
2022.
[Abstract] [PDF]
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"Retinal microaneurysm detection using adversarial pre-training with unlabeled multimodal images",
Information Fusion,
79,
146-161,
2022.
[Abstract] [PDF] [+Info.]
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"Prediction of the response to photodynamic therapy in patients with chronic central serous chorioretinopathy based on optical coherence tomography using deep learning",
Photodiagnosis and Photodynamic Therapy,
40,
103107,
2022.
[Abstract] [PDF] [+Info.]
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"Repeatability of choriocapillaris flow voids by optical coherence tomography angiography in central serous chorioretinopathy",
Plos One,
17,
e0279243,
2022.
[Abstract] [PDF] [+Info.]
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"Fully Automatic Epiretinal Membrane Segmentation in OCT Scans Using Convolutional Networks",
AI Applications for Disease Diagnosis and Treatment,
88-121,
2022.
[Abstract] [PDF] [+Info.]
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"End-to-End Multi-Task Learning Approaches for the Joint Epiretinal Membrane Segmentation and Screening in OCT Images",
Computerized Medical Imaging and Graphics,
98,
102068,
2022.
[Abstract] [PDF] [+Info.]
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"Fully-automatic 3D intuitive visualization of Age-related Macular degeneration fluid accumulations in OCT cubes",
Journal of Digital Imaging,
2022.
[Abstract] [PDF]
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"Does imbalance in chest X-ray datasets produce biased deep learning approaches for COVID-19 screening?",
BMC Medical Research Methodology,
22 (125),
1-17,
2022.
[Abstract] [PDF] [+Info.]
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"Unsupervised Contrastive Unpaired Image Generation Approach for Improving Tuberculosis Screening using Chest X-ray Images",
Pattern Recognition Letters,
2022.
[Abstract] [PDF] [+Info.]
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"Fully automatic deep convolutional approaches for the analysis of
COVID-19 using chest X-ray images",
Applied Soft Computing,
115,
108190,
2022.
[Abstract] [PDF] [+Info.]
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"Validation of a New Software Application for Tear
Breakup Measurement",
Optom Vis Sci,
99,
159-166,
2022.
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"Multimodal image encoding pre-training for diabetic retinopathy grading",
Computers in Biology and Medicine,
143,
105302,
2022.
[Abstract] [PDF] [+Info.]
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"Color fundus image registration using a learning-based domain-specific landmark detection methodology",
Computers in Biology and Medicine,
140,
2022.
[Abstract] [PDF] [+Info.]
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"Carotid Ultrasound Boundary Study (CUBS): Technical considerations on an open multi-center analysis of computerized measurement systems for intima-media thickness measurement on common carotid artery longitudinal B-mode ultrasound scans",
Computers in Biology and Medicine,
144 (105333),
2022.
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"End-to-end multi-task learning for simultaneous optic disc and cup segmentation and glaucoma classification in eye fundus images",
Applied Soft Computing,
116,
2022.
[Abstract] [PDF] [+Info.]
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"Feature definition and comprehensive analysis on the robust identification of intraretinal cystoid regions using Optical Coherence Tomography images",
Pattern Analysis and Applications,
1-15,
2022.
[Abstract] [PDF] [+Info.]
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"Generation of Novel Synthetic Portable Chest X-ray Images for the Automatic COVID-19 Screening",
AI Applications for Disease Diagnosis and Treatment,
248-281,
2022.
[Abstract] [PDF]
2021
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"Data Augmentation Approaches using Cycle-Consistent Adversarial Networks for
Improving COVID-19 Screening in Portable Chest X-ray Images",
Expert Systems With Applications,
185,
115681,
2021.
[Abstract] [PDF] [+Info.]
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"Automatic Segmentation and Intuitive Visualisation of the Epiretinal Membrane in 3D OCT Images Using Deep Convolutional Approaches",
IEEE Access,
9,
75993 - 76004,
2021.
[Abstract] [PDF] [+Info.]
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"Multimodal reconstruction of retinal images over unpaired datasets using cyclical generative adversarial networks",
Generative Adversarial Networks for Image-to-Image Translation,
347-376,
2021.
[Abstract] [PDF] [+Info.]
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"Simultaneous segmentation and classification of the retinal arteries and veins from color fundus images",
Artificial Intelligence in Medicine,
118,
2021.
[Abstract] [PDF] [+Info.]
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"Multi-stage transfer learning for lung segmentation using portable X-ray devices for patients with COVID-19",
Expert Systems with Applications
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173,
114677,
2021.
[Abstract] [PDF]
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"Carotid Ultrasound Boundary Study (CUBS): An Open Multicenter Analysis of Computerized Intima-Media Thickness Measurement Systems and Their Clinical Impact",
Ultrasound in Medicine and Biology,
2021.
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"Robust multimodal registration of fluorescein angiography and opticalcoherence tomography angiography images using evolutionary algorithms",
Computers in Biology and Medicine,
134 (104529),
1-14,
2021.
[Abstract] [PDF]
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"Fully automatic detection and classification of phytoplankton specimens in digital microscopy images",
Computer Methods and Programs in Biomedicine,
200,
105923,
2021.
[Abstract] [PDF]
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"Self-supervised multimodal reconstruction pre-training for retinal computer-aided diagnosis",
Expert Systems With Applications,
2021.
[Abstract] [PDF] [+Info.]
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"Estrategias para Mejorar la Participación de los Estudiantes en la Docencia SÃncrona en Asignaturas del Máster Interuniversitario en Visión por Computador ",
Contextos universitarios transformadores: a nova normalidade académica.
Leccións aprendidas e retos de futuro,
143-153,
2021.
[Abstract] [+Info.]
2020
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"A Survey on Artificial Intelligence Techniques for Biomedical Image Analysis in Skeleton-based Forensic Human Identification",
Applied Sciences,
10, 4703,
2020.
[Abstract] [PDF] [+Info.]
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"Diabetic Macular Edema characterization and visualization using Optical Coherence Tomography Images",
Applied Sciences,
10,
1-23,
2020.
[Abstract] [PDF] [+Info.]
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"Automatic Detection of Fresh-water Phytoplankton Specimens in Conventional Microscopy Images",
Sensors,
20,
2020.
[Abstract] [PDF]
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"Intraretinal fluid pattern characterization in Optical Coherence Tomography images",
Sensors,
20(7), 2004,
1-23,
2020.
[Abstract] [PDF] [+Info.]
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"Intraretinal Fluid Pattern Characterization",
Scholarly Community Encyclopedia,
1-5,
2020.
[Abstract] [PDF]
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"Learning the retinal anatomy from scarce annotated data using self-supervised multimodal reconstruction",
Applied Soft Computing,
91 (106210),
1-16,
2020.
[Abstract] [PDF] [+Info.]
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"Deep convolutional approaches for the analysis of Covid-19 using chest X-Ray images from portable devices",
IEEE Access,
8,
195594-195607,
2020.
[Abstract] [PDF] [+Info.]
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"Joint Diabetic Macular Edema segmentation and characterization in OCT images",
Journal of Digital Imaging,
33,
1335–1351,
2020.
[Abstract] [PDF] [+Info.]
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"Intraretinal Fluid Map Generation in Optical Coherence Tomography Images",
Diabetes and Retinopathy - Computer-Assisted Diagnosis,
2,
19-43,
2020.
[Abstract] [+Info.]
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"Fully Automated Identification and Clinical Classification of Macular Edema Using Optical Coherence Tomography Images",
Diabetes and Retinopathy - Computer-Assisted Diagnosis,
2,
45-67,
2020.
[Abstract] [+Info.]
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"Aplicación de Inteligencia Artificial en Procesamiento de Imágenes de TomografÃa de Coherencia Óptica (OCT) ",
Inteligencia Artificial en Retina - MonografÃa de la Sociedad Española de Retina y VÃtreo (SERV),
49-62,
2020.
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"Deep multi-instance heatmap regression for the detection of retinal vessel crossings and bifurcations in eye fundus images",
Computer Methods and Programs in Biomedicine,
186,
1-12,
2020.
[Abstract] [PDF] [+Info.]
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"Modeling, localization and segmentation of the foveal avascular zone on retinal OCT-Angiography images",
IEEE Access,
8,
15223-152238,
2020.
[Abstract] [PDF] [+Info.]
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"Self-supervised multimodal reconstruction of retinal images over paired datasets",
Expert Systems With Applications,
161 (113674),
1-14,
2020.
[Abstract] [PDF] [+Info.]
2019
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"Artery/vein vessel tree identification in near-infrared reflectance retinographies",
Journal of Digital Imaging,
32(6),
947–962,
2019.
[Abstract] [PDF] [+Info.]
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"Automatic identification and characterization of the Epiretinal Membrane in OCT images",
Biomedical Optics Express ,
10 (8),
4018-4033,
2019.
[Abstract] [PDF] [+Info.]
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"A Review on IoT Deep Learning UAV Systems for Autonomous Obstacle Detection and Collision~Avoidance",
Remote Sensing,
11,
2019.
[Abstract] [PDF]
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"Automatic segmentation of the Foveal Avascular Zone in ophthalmological OCT-A images",
PLoS One,
14(2),
e0212364,
2019.
[Abstract] [PDF]
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"Computational assessment of the retinal vascular tortuosity integrating domain-related information",
Scientific Reports,
9, 19940,
1-12,
2019.
[Abstract] [PDF]
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"Automatic Identification and Representation of the Cornea–Contact Lens Relationship Using AS-OCT Images",
Sensors,
19,
1-21,
2019.
[Abstract] [PDF]
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"Heartbeat Classification of ECGs Fusing Temporal and Morphological Information via Ensemble of Classifiers",
Biomedical Signal Processing & Control,
47,
41-48,
2019.
[Abstract] [PDF]
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"Automatic detection of defective crankshafts by image analysis and supervised classification",
The International Journal of Advanced Manufacturing Technology,
1-17,
2019.
[PDF] -
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"Automatic visual acuity estimation by means of computational vascularity biomarkers using OCT Angiographies",
Sensors,
19(21),
1-18,
2019.
[Abstract] [PDF] [+Info.]
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"Robust segmentation of retinal layers in optical coherence tomography images based on a multistage active contour model
",
Heliyon,
5,
e01271,
2019.
[Abstract] [PDF] [+Info.]
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"A Novel Automatic Method to Estimate Visual Acuity and Analyze the Retinal Vasculature in Retinal Vein Occlusion Using Swept Source Optical Coherence Tomography Angiography",
Journal of Clinical Medicine,
8 (10),
1-17,
2019.
[Abstract] [PDF] [+Info.]
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"Automatic evaluation of eye gestural reactions to sound in video sequences",
Engineering Applications of Artificial Intelligence,
85,
164-174,
2019.
[Abstract] [PDF] [+Info.]
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"Automatic identification and intuitive map representation of the Epiretinal Membrane presence in 3D OCT volumes",
Sensors,
19,
1-17,
2019.
[Abstract] [PDF] [+Info.]
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"Automatic retinal vascularity identification and artery/vein classification using near-infrared reflectance retinographies",
Computer Vision, Imaging and Computer Graphics - Theory and Applications,
983,
262-278,
2019.
[Abstract] [PDF] [+Info.]
2018
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"Automatic Macular Edema Identification and Characterization Using OCT Images",
Computer Methods and Programs in Biomedicine,
163,
47-63,
2018.
[Abstract] [PDF] [+Info.]
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"Learning lung nodule malignancy likelihood from radiologist annotations or diagnosis data",
Journal of Medical and Biological Engineering,
2018.
[Abstract] [PDF] [+Info.]
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"Retinal vascular tortuosity assessment: inter-intra expert analysis and correlation with computational measurements",
BMC Medical Research Methodology,
18 (144),
1-11,
2018.
[Abstract] [PDF] [+Info.]
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"Machine Learning Applied to Optometry Data",
Holmes D., Jain L. (eds) Advances in Biomedical Informatics, Intelligent Systems Reference Library,
137,
123-160,
2018.
[+Info.] -
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"Retinal Vasculature Identification and Characterization Using OCT Imaging",
OCT - Applications in Ophthalmology,
23-40,
2018.
[Abstract] [PDF] [+Info.]
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"Precise segmentation of the bulbar conjunctiva for hyperaemia images",
Pattern Analysis and Applications,
21(2),
563-577,
2018.
[Abstract] [PDF] [+Info.]
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"Hydra, a computer based platform for aiding clinicians in the cardiovascular analysis and diagnosis",
Jove-Journal of Visualized Experiments,
e58132(139),
1-14,
2018.
[Abstract] [PDF] [+Info.]
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"Intraretinal fluid identification via enhanced maps using Optical Coherence Tomography images",
Biomedical Optics Express,
9(10),
4730-4754,
2018.
[Abstract] [PDF]
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"Hydra: a web system for the analysis, diagnosis and treatment of cardiovascular diseases",
Journal of Hypertension,
36,
e264,
2018.
[Abstract]
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"Detection of reactions to sound via gaze and global eye motion analysis using camera streaming",
Machine Vision and Applications,
29 (7),
1069-1082,
2018.
[Abstract] [PDF] [+Info.]
2017
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"Enhanced visualization of the retinal vasculature using depth information in OCT",
Medical & Biological Engineering & Computing,
55,
2209-2225,
2017.
[Abstract] [PDF]
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"Evaluation of an Automatic Dry Eye Test using MCDM Methods and Rank Correlation",
Medical & Biological Engineering & Computing,
55 (4),
527-536,
2017.
[Abstract] [PDF] [+Info.]
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,
,
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