Evaluating the impact of human expertise in human-centered AI: A case study on finger-tapping video analysis for dementia detection
This study underscores the crucial role of human-centered AI in medical research, particularly in predictive modeling for AD. By combining human expertise with advanced AI capabilities, we can unlock new avenues for early diagnosis and intervention, thereby advancing our understanding and treatment of complex AD conditions to improve patient outcomes.
Authors
- Xinyi Wang (ORCID: https://orcid.org/0000-0003-2542-2026)
- Quan Bai (ORCID: https://orcid.org/0000-0003-1214-6317)
- Guan Huang (ORCID: https://orcid.org/0000-0002-9421-7344)
- Jane Alty (ORCID: https://orcid.org/0000-0002-5456-8676)
- Yanyu Chen (ORCID: https://orcid.org/0000-0002-2275-6912)
- Renjie Li (ORCID: https://orcid.org/0000-0003-2374-5067)
Institutions
- University of Tasmania (AU)
- Australian Antarctic Division (AU)
- Royal Hobart Hospital (AU)
Publication Details
- Journal
- Computers in Biology and Medicine
- Published
- 2025-06-02
- DOI
- https://doi.org/10.1016/j.compbiomed.2025.110468
- Citations
- 1
- Primary Topic
- Dementia and Cognitive Impairment Research
- Type
- article
- Field-Weighted Citation Impact
- 1.47