Publications (87)

2023

  1. A hybrid framework for efficient and accurate orientation estimation based on single and multiple orientation vector fields

    Expert Systems with Applications, Vol. 231

  2. Analysis of the Asymmetry between Both Eyes in Early Diagnosis of Glaucoma Combining Features Extracted from Retinal Images and OCTs into Classification Models

    Sensors, Vol. 23, Núm. 10

  3. Improving the Learning of Superheterodyne Demodulation of Frequency-Division Multiplexing Signals via the Educational Software Tool DOSHER

    Electronics (Switzerland), Vol. 12, Núm. 16

2022

  1. Analysis of the Asymmetry in RNFL Thickness Using Spectralis OCT Measurements in Healthy and Glaucoma Patients

    Artificial intelligence in neuroscience: Affective analysis and health applications: 9th international work-conference on the interplay between natural and artificial computation, IWINAC 2022, Puerto de la Cruz, Tenerife, Spain, May 31-June 3, 2022, proceedings, Part I (Springer Suiza), pp. 507-515

  2. Analysis of the Asymmetry in RNFL Thickness Using Spectralis OCT Measurements in Healthy and Glaucoma Patients

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. Decision Trees for Glaucoma Screening Based on the Asymmetry of the Retinal Nerve Fiber Layer in Optical Coherence Tomography

    Sensors, Vol. 22, Núm. 13

  4. Improving Glaucoma Diagnosis Assembling Deep Networks and Voting Schemes

    Diagnostics, Vol. 12, Núm. 6

  5. Improving hand gestures recognition capabilities by ensembling convolutional networks

    Expert Systems, Vol. 39, Núm. 5

  6. PAPILA: Dataset with fundus images and clinical data of both eyes of the same patient for glaucoma assessment

    Scientific Data

2021

  1. Automatic segmentation of the retinal nerve fiber layer by means of mathematical morphology and deformable models in 2D optical coherence tomography imaging

    Sensors, Vol. 21, Núm. 23

  2. Circumpapillary OCT-focused hybrid learning for glaucoma grading using tailored prototypical neural networks

    Artificial Intelligence in Medicine, Vol. 118

2019

  1. Análisis de la diferencia de valores de CDR de ambos ojos medido manualmente en retinografías y surelación con la presencia de glaucoma

    Hacia una salud personalizada y universal. XXXVII Congreso Anual de la Sociedad Española de Ingeniería Biomédica: Actas del Congreso CASEIB 2019

  2. Automatic Measurement of ISNT and CDR on Retinal Images by Means of a Fast and Efficient Method Based on Mathematical Morphology and Active Contours

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. Automatic measurement of ISNT and CDR on retinal images by means of a fast and efficient method based on mathematical morphology and active contours

    From Bioinspired Systems and Biomedical Applications to Machine Learning: 8th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2019, Almería, Spain, June 3–7, 2019, Proceedings, Part II (Springer Suiza), pp. 361-370

  4. Medición automática y eficiente de CDR e ISNT en retinografías mediante morfología matemática y contornos activos

    Hacia una salud personalizada y universal. XXXVII Congreso Anual de la Sociedad Española de Ingeniería Biomédica: Actas del Congreso CASEIB 2019

2017

  1. Calculating the power spectrum of digital X-ray images in the wavelet domain

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Efficient variational approach to multimodal registration of anatomical and functional intra-patient tumorous brain data

    International Journal of Neural Systems, Vol. 27, Núm. 6

  3. Using the power spectra of images and noise for portal imaging systems characterization

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2016

  1. Portal imaging: Performance improvement in noise reduction by means of wavelet processing

    Physica Medica, Vol. 32, Núm. 1, pp. 226-231

2015

  1. Convergence analysis of multidimensional parametric deformable models

    Computer Vision and Image Understanding, Vol. 135, pp. 157-177