A Multi-omics Framework Based on Machine Learning as a Predictor of Cognitive Impairment Progression in Early Parkinson’s Disease
Radiomics signatures have a recognition effect in the CI progression in early PD. Multi-omics frameworks combining radiomics, cerebrospinal fluid biomarkers, and genetic information may be a potential predictor of CI progression in PD.
Authors
- Yaqin Xiang (ORCID: https://orcid.org/0000-0002-5602-7347)
- Yanmin Hu (ORCID: https://orcid.org/0000-0003-0630-5342)
- Jifeng Guo (ORCID: https://orcid.org/0000-0002-3658-3928)
- Jiabin Liu
- Yang Luo (ORCID: https://orcid.org/0000-0001-9769-0383)
Institutions
- Central South University (CN)
- Changsha Medical University (CN)
- Xiangya Hospital Central South University (CN)
Publication Details
- Journal
- Neurology and Therapy
- Published
- 2025-02-22
- DOI
- https://doi.org/10.1007/s40120-025-00716-y
- Citations
- 13
- Primary Topic
- Parkinson's Disease Mechanisms and Treatments
- Type
- article
- Field-Weighted Citation Impact
- 18.06