Publications (137) Publications in which a researcher has participated

filter_list Electrical and Electronic Engineering

2025

  1. InfraFFN: A Feature Fusion Network leveraging dual-path convolution and self-attention for infrared image super-resolution

    Knowledge-Based Systems, Vol. 310

2024

  1. A novel myocarditis detection combining deep reinforcement learning and an improved differential evolution algorithm

    CAAI Transactions on Intelligence Technology, Vol. 9, Núm. 6, pp. 1347-1360

  2. Automated detection and forecasting of COVID-19 using deep learning techniques: A review

    Neurocomputing

  3. Diagnosis of Parkinson Disease from EEG Signals Using a CNN-LSTM Model and Explainable AI

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

  4. Diagnosis of Schizophrenia in EEG Signals Using dDTF Effective Connectivity and New PreTrained CNN and Transformer Models

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

  5. ELRL-MD: a deep learning approach for myocarditis diagnosis using cardiac magnetic resonance images with ensemble and reinforcement learning integration

    Physiological Measurement, Vol. 45, Núm. 5

  6. Early Diagnosis of Schizophrenia in EEG Signals Using One Dimensional Transformer Model

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

  7. Enhancing Intensity Differences in EEG Cross-Frequency Coupling Maps for Dyslexia Detection

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

  8. Enhancing Neuronal Coupling Estimation by NIRS/EEG Integration

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

  9. GAN-MD: A myocarditis detection using multi-channel convolutional neural networks and generative adversarial network-based data augmentation

    CAAI Transactions on Intelligence Technology, Vol. 9, Núm. 4, pp. 866-878

  10. Improved organs at risk segmentation based on modified U-Net with self-attention and consistency regularisation

    CAAI Transactions on Intelligence Technology, Vol. 9, Núm. 4, pp. 850-865

  11. Multi-graph Networks with Graph Pooling for COVID-19 Diagnosis

    Journal of Bionic Engineering, Vol. 21, Núm. 6, pp. 3179-3200

  12. Probabilistic and explainable modeling of Phase–Phase Cross-Frequency Coupling patterns in EEG. Application to dyslexia diagnosis

    Biocybernetics and Biomedical Engineering, Vol. 44, Núm. 4, pp. 814-823

  13. RESISTO Project: Safeguarding the Power Grid from Meteorological Phenomena

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

2023

  1. Assessing Functional Brain Network Dynamics in Dyslexia from fNIRS Data

    International Journal of Neural Systems, Vol. 33, Núm. 4

  2. Automatic diagnosis of COVID-19 from CT images using CycleGAN and transfer learning

    Applied Soft Computing, Vol. 144

  3. Diagnosis of brain diseases in fusion of neuroimaging modalities using deep learning: A review

    Information Fusion

  4. Emotion recognition in EEG signals using deep learning methods: A review

    Computers in Biology and Medicine, Vol. 165

  5. Probabilistic Combination of Non-Linear Eigenprojections For Ensemble Classification

    IEEE Transactions on Emerging Topics in Computational Intelligence, Vol. 7, Núm. 5, pp. 1431-1441

  6. SCNN: A Explainable Swish-based CNN and Mobile App for COVID-19 Diagnosis

    Mobile Networks and Applications, Vol. 28, Núm. 5, pp. 1936-1949