Knowledge map of artificial intelligence in neurodegenerative diseases: a decade-long bibliometric and visualization study
Based on the relationship between keywords and time, we speculate that there are four possible research trends: 1. Precision diagnosis with multimodal data fusion. 2. Pathological mechanism analysis and target discovery. 3. Interpretable AI and clinical translation. 4. Technology differentiation for subdivided diseases.
Authors
- Danting Su
- Tao Zhang (ORCID: https://orcid.org/0000-0002-5700-1966)
- Shuqi Wang (ORCID: https://orcid.org/0009-0009-3605-9331)
- Rubing Lin
- L. Zhao (ORCID: https://orcid.org/0000-0001-8921-8564)
- Junwei Huang
- X. Liao
Institutions
- Sun Yat-sen University (CN)
- The Seventh Affiliated Hospital of Sun Yat-sen University (CN)
- Affiliated Hospital of North Sichuan Medical College (CN)
- Qinhuangdao Science and Technology Bureau (CN)
- Shenzhen Children's Hospital (CN)
- Northeastern University (CN)
Publication Details
- Journal
- Frontiers in Aging Neuroscience
- Published
- 2025-05-14
- DOI
- https://doi.org/10.3389/fnagi.2025.1586282
- Primary Topic
- Artificial Intelligence in Healthcare and Education
- Type
- article
- Field-Weighted Citation Impact
- 0.00