Interpretable AI‐Driven Biomarker Kits for Early Detection of Dementia using Multimodal SCAN Data
Our AI approach integrates multimodal neuroimaging to predict CDR scores, aiding early Alzheimer's diagnosis. Interpretability highlights key features, and future work will include longitudinal data and external validation. [1] National Alzheimer's Coordinating Center (NACC). (n.d.). SCAN: NACC Imaging Portal. Retrieved from https://scan.naccdata.org/, accessed 2025.
Authors
- Christopher E. Bauer (ORCID: https://orcid.org/0000-0002-9697-4744)
- Q Cheng
- Colleen Pappas (ORCID: https://orcid.org/0000-0001-9140-3558)
- Ali Eslamian
- Brian T Gold
Institutions
- University of Kentucky (US)
Publication Details
- Journal
- Alzheimer s & Dementia
- Published
- 2025-12-01
- DOI
- https://doi.org/10.1002/alz70856_101296
- Primary Topic
- Dementia and Cognitive Impairment Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00