Publicaciones en colaboración con investigadores/as de University of Missouri (9)

2023

  1. A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applications

    Journal of Big Data, Vol. 10, Núm. 1

  2. Towards Risk-Free Trustworthy Artificial Intelligence: Significance and Requirements

    International Journal of Intelligent Systems, Vol. 2023

2022

  1. New Linguistic Description Approach for Time Series and Its Application to Bed Restlessness Monitoring for Eldercare

    IEEE Transactions on Fuzzy Systems, Vol. 30, Núm. 4, pp. 1048-1059

  2. Robust application of new deep learning tools: an experimental study in medical imaging

    Multimedia Tools and Applications, Vol. 81, Núm. 10, pp. 13289-13317

2021

  1. Deepening into the suitability of using pre-trained models of ImageNet against a lightweight convolutional neural network in medical imaging: an experimental study

    PeerJ Computer Science, Vol. 7, pp. 1-27

  2. Iot and cloud computing in health-care: A new wearable device and cloud-based deep learning algorithm for monitoring of diabetes

    Electronics (Switzerland), Vol. 10, Núm. 21

  3. Novel transfer learning approach for medical imaging with limited labeled data

    Cancers, Vol. 13, Núm. 7

  4. Review of deep learning: concepts, CNN architectures, challenges, applications, future directions

    Journal of Big Data, Vol. 8, Núm. 1

2020

  1. Towards a better understanding of transfer learning for medical imaging: A case study

    Applied Sciences (Switzerland), Vol. 10, Núm. 13