Diagnosis and Severity Rating of Parkinson’s Disease Based on Multimodal Gait Signal Analysis With GLRT and ST-CNN-Transformer Networks
By combining DL with GLRT-based gait segmentation and multimodal gait analysis, this study proposes a robust and interpretable PD severity assessment framework that contributes to more accurate and objective clinical decision-making.
Authors
- Miaoxin Ji (ORCID: https://orcid.org/0000-0001-7694-1323)
- Lina Guo (ORCID: https://orcid.org/0000-0001-9843-6627)
- Wen Li (ORCID: https://orcid.org/0009-0000-8433-3141)
- Hongru Dong
Institutions
- Henan University of Technology (CN)
- First Affiliated Hospital of Zhengzhou University (CN)
Publication Details
- Journal
- IEEE Journal of Translational Engineering in Health and Medicine
- Published
- 2025-01-01
- DOI
- https://doi.org/10.1109/jtehm.2025.3611498
- Citations
- 1
- Primary Topic
- Advanced Computing and Algorithms
- Type
- article
- Field-Weighted Citation Impact
- 6.18