Publikationen in Zusammenarbeit mit Forschern von 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