Publicaciones (529) Publicaciones de JUAN MANUEL GÓRRIZ SÁEZ

2024

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

    CAAI Transactions on Intelligence Technology

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

    Neurocomputing

  3. Empowering precision medicine: AI-driven schizophrenia diagnosis via EEG signals: A comprehensive review from 2002–2023

    Applied Intelligence, Vol. 54, Núm. 1, pp. 35-79

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

    CAAI Transactions on Intelligence Technology

  5. Hypertrophic Cardiomyopathy Diagnosis Using Deep Learning Techniques

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

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

    CAAI Transactions on Intelligence Technology

  7. Machine learning in small sample neuroimaging studies: Novel measures for schizophrenia analysis

    Human Brain Mapping, Vol. 45, Núm. 5

  8. Stability Analysis of Dynamic General Type-2 Fuzzy Control System With Uncertainty

    IEEE Transactions on Systems, Man, and Cybernetics: Systems, Vol. 54, Núm. 3, pp. 1755-1767

  9. 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)

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

    Information Systems Frontiers

2023

  1. A non-parametric statistical inference framework for Deep Learning in current neuroimaging

    Information Fusion, Vol. 91, pp. 598-611

  2. AdaD-FNN for Chest CT-Based COVID-19 Diagnosis

    IEEE Transactions on Emerging Topics in Computational Intelligence, Vol. 7, Núm. 1, pp. 5-14

  3. An Evolutionary Attention-Based Network for Medical Image Classification

    International Journal of Neural Systems, Vol. 33, Núm. 3

  4. Applications of machine learning and deep learning in SPECT and PET imaging: General overview, challenges and future prospects

    Pharmacological Research, Vol. 197

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

    Computers in Biology and Medicine, Vol. 160

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

    Applied Soft Computing, Vol. 144

  7. 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

  8. Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends

    Information Fusion, Vol. 100

  9. Connected system for monitoring electrical power transformers using thermal imaging

    Integrated Computer-Aided Engineering, Vol. 30, Núm. 4, pp. 353-368

  10. Deep Learning and Vision Transformer for Medical Image Analysis

    Journal of Imaging