Epileptic seizure prediction via multidimensional transformer and recurrent neural network fusion
The findings of the experimental investigation demonstrate that our model is capable of exploiting the temporal and frequency characteristics present within EEG signals.
Authors
- Junliang Shang (ORCID: https://orcid.org/0000-0002-8488-2228)
- Jin‐Xing Liu (ORCID: https://orcid.org/0000-0001-6104-2149)
- Rong Zhu (ORCID: https://orcid.org/0000-0003-4019-8587)
- Wen-Xin Pan
Institutions
- Qufu Normal University (CN)
Publication Details
- Journal
- Journal of Translational Medicine
- Published
- 2024-10-04
- DOI
- https://doi.org/10.1186/s12967-024-05678-7
- Citations
- 52
- Primary Topic
- EEG and Brain-Computer Interfaces
- Type
- article
- Field-Weighted Citation Impact
- 17.82
Funders
- National Natural Science Foundation of China
- Social Science Planning Project of Shandong Province