Beyond supervised learning for pervasive healthcare

X Gu, F Deligianni, J Han, X Liu, W Chen… - IEEE Reviews in …, 2023 - ieeexplore.ieee.org
The integration of machine/deep learning and sensing technologies is transforming
healthcare and medical practice. However, inherent limitations in healthcare data, namely …

Transformers in biosignal analysis: A review

A Anwar, Y Khalifa, JL Coyle, E Sejdic - Information Fusion, 2024 - Elsevier
Transformer architectures have become increasingly popular in healthcare applications.
Through outstanding performance in natural language processing and superior capability to …

A transfer learning based cross-subject generic model for continuous estimation of finger joint angles from a new user

Y Long, Y Geng, C Dai, G Li - IEEE Journal of Biomedical and …, 2023 - ieeexplore.ieee.org
Continuous estimation of finger joints based on surface electromyography (sEMG) has
attracted much attention in the field of human-machine interface (HMI). A couple of deep …