Publicacions en col·laboració amb investigadors/es de Imperial College London (14)

2024

  1. Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation

    IEEE Transactions on Neural Networks and Learning Systems, Vol. 35, Núm. 6, pp. 7391-7404

  2. Large-Kernel Attention for 3D Medical Image Segmentation

    Cognitive Computation, Vol. 16, Núm. 4, pp. 2063-2077

  3. Non-imaging Medical Data Synthesis for Trustworthy AI: A Comprehensive Survey

    ACM Computing Surveys, Vol. 56, Núm. 7, pp. 1-35

  4. Probing perfection: The relentless art of meddling for pulmonary airway segmentation from HRCT via a human-AI collaboration based active learning method

    Artificial Intelligence in Medicine, Vol. 154

2023

  1. AI-based medical e-diagnosis for fast and automatic ventricular volume measurement in patients with normal pressure hydrocephalus

    Neural Computing and Applications, Vol. 35, Núm. 22, pp. 16011-16020

  2. ChatAgri: Exploring potentials of ChatGPT on cross-linguistic agricultural text classification

    Neurocomputing, Vol. 557

  3. Explainable COVID-19 Infections Identification and Delineation Using Calibrated Pseudo Labels

    IEEE Transactions on Emerging Topics in Computational Intelligence, Vol. 7, Núm. 1, pp. 26-35

  4. Fuzz-ClustNet: Coupled fuzzy clustering and deep neural networks for Arrhythmia detection from ECG signals

    Computers in Biology and Medicine, Vol. 153

  5. HDL: Hybrid Deep Learning for the Synthesis of Myocardial Velocity Maps in Digital Twins for Cardiac Analysis

    IEEE Journal of Biomedical and Health Informatics, Vol. 27, Núm. 10, pp. 5134-5142

  6. Region-based evidential deep learning to quantify uncertainty and improve robustness of brain tumor segmentation

    Neural Computing and Applications, Vol. 35, Núm. 30, pp. 22071-22085

2022

  1. Data harmonisation for information fusion in digital healthcare: A state-of-the-art systematic review, meta-analysis and future research directions

    Information Fusion, Vol. 82, pp. 99-122

  2. Edge-enhanced dual discriminator generative adversarial network for fast MRI with parallel imaging using multi-view information

    Applied Intelligence, Vol. 52, Núm. 13, pp. 14693-14710

  3. Swin transformer for fast MRI

    Neurocomputing, Vol. 493, pp. 281-304

2021

  1. Multi-task learning with Multi-view Weighted Fusion Attention for artery-specific calcification analysis

    Information Fusion, Vol. 71, pp. 64-76