Publicaciones en colaboración con investigadores/as de Deakin University (33)

2024

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

    CAAI Transactions on Intelligence Technology

  2. Artificial Intelligence in Eye Movements Analysis for Alzheimer’s Disease Early Diagnosis

    Current Alzheimer Research, Vol. 21, Núm. 3, pp. 155-165

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

    Neurocomputing

  4. Deep learning for personalized health monitoring and prediction: A review

    Computational Intelligence, Vol. 40, Núm. 3

  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 Coronary Artery Disease Classification Using Optimized MLP Based on Genetic Algorithm

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

  8. Enhancing Interpretability in Machine Learning: A Focus on Genetic Network Programming, Its Variants, and Applications

    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. Hypertrophic Cardiomyopathy Diagnosis Using Deep Learning Techniques

    Human-centric Computing and Information Sciences, Vol. 14, pp. 1-21

  11. Improving Prediction of Mortality in ICU via Fusion of SelectKBest with SMOTE Method and Extra Tree Classifier

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

  12. Morning Anxiety Detection Through Smartphone-Based Photoplethysmography Signals Analysis Using Machine Learning Methods

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

  13. Using Data Mining Techniques to Analyze Facial Expression Motion Vectors

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

  14. What Happens in Face During a Facial Expression? Using Data Mining Techniques to Analyze Facial Expression Motion Vectors

    Information Systems Frontiers

2023

  1. Automated diagnosis of cardiovascular diseases from cardiac magnetic resonance imaging using deep learning models: A review

    Computers in Biology and Medicine, Vol. 160

  2. Automatic diagnosis of schizophrenia and attention deficit hyperactivity disorder in rs-fMRI modality using convolutional autoencoder model and interval type-2 fuzzy regression

    Cognitive Neurodynamics, Vol. 17, Núm. 6, pp. 1501-1523

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

    Information Fusion

  4. Understanding the evolution of immune genes in jawed vertebrates

    Journal of Evolutionary Biology, Vol. 36, Núm. 6, pp. 847-873

2022

  1. A meta-analysis of pre-pregnancy maternal body mass index and placental DNA methylation identifies 27 CpG sites with implications for mother-child health

    Communications Biology, Vol. 5, Núm. 1

  2. An overview of artificial intelligence techniques for diagnosis of Schizophrenia based on magnetic resonance imaging modalities: Methods, challenges, and future works

    Computers in Biology and Medicine, Vol. 146