Publications (65) Publications in which a researcher has participated

filter_list Computer Vision and Pattern Recognition

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. 2D and 3D segmentation of organs using artificial intelligence

    Advances in Artificial Intelligence: Biomedical Engineering Applications in Signals and Imaging (Elsevier), pp. 437-490

  2. 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

  3. Deep learning in crowd counting: A survey

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

  4. 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

  5. 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

  6. 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

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

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

2023

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

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

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

    Applied Soft Computing, Vol. 144

  3. 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

  4. Ensembling shallow siamese architectures to assess functional asymmetry in Alzheimer's disease progression

    Applied Soft Computing, Vol. 134

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

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

  6. Statistical significance maps based on machine learning. On the use of data-dependent upper bounds

    Proceedings - 2023 8th International Conference on Information and Network Technologies, ICINT 2023

2022

  1. Automatic Diagnosis of Myocarditis in Cardiac Magnetic Images Using CycleGAN and Deep PreTrained Models

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

  2. ConvNet-CA: A Lightweight Attention-Based CNN for Brain Disease Detection

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

  3. Covid-19 Detection by Wavelet Entropy and Self-adaptive PSO

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

  4. NAGNN: Classification of COVID-19 based on neighboring aware representation from deep graph neural network

    International Journal of Intelligent Systems, Vol. 37, Núm. 2, pp. 1572-1598

  5. PeMNet for Pectoral Muscle Segmentation

    Biology, Vol. 11, Núm. 1

  6. Quantifying Inter-hemispheric Differences in Parkinson’s Disease Using Siamese Networks

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