Publicaciones en colaboración con investigadores/as de University of Leicester (47)

2024

  1. Alzheimer's disease diagnosis from single and multimodal data using machine and deep learning models: Achievements and future directions

    Expert Systems with Applications, Vol. 255

  2. Deep learning in crowd counting: A survey

    CAAI Transactions on Intelligence Technology, Vol. 9, Núm. 5, pp. 1043-1077

  3. 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

  4. Guest Editorial: Knowledge-based deep learning system in bio-medicine

    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. Stationary Wavelet Entropy and Cat Swarm Optimization to Detect COVID-19

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

2023

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

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

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

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

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

    Computers in Biology and Medicine, Vol. 160

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

    Applied Soft Computing, Vol. 144

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

    Information Fusion, Vol. 100

  6. Deep Learning and Vision Transformer for Medical Image Analysis

    Journal of Imaging

  7. Deep learning in food category recognition

    Information Fusion, Vol. 98

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

    Information Fusion

  9. EAYv3-CFC3: Ensemble Learning With Attention-Based Yv3 Combined With CFC3 Loss for Obscenity Detection

    IEEE Transactions on Emerging Topics in Computational Intelligence, Vol. 8, Núm. 2, pp. 1097-1101

  10. Guest Editorial Special Issue on Explainable Deep Learning for Medical Image Processing and Analysis

    IEEE Transactions on Emerging Topics in Computational Intelligence

  11. Optimization Algorithms and Machine Learning Techniques in Medical Image Analysis

    Mathematical biosciences and engineering : MBE, Vol. 20, Núm. 3, pp. 5917-5920

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

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

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

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

2022

  1. A Seven-Layer Convolutional Neural Network for Chest CT-Based COVID-19 Diagnosis Using Stochastic Pooling

    IEEE Sensors Journal, Vol. 22, Núm. 18, pp. 17573-17582