Imputation of Missing Cognitive Assessment Scores in Alzheimer's Disease: A Self‐Attention Based Deep Learning Approach
Deep learning techniques demonstrates great potential in imputing missed longitudinal cognitive data in AD. Future work will evaluate their effects on down-stream tasks such as predicting cognitive decline.
Authors
- Rhoda Au (ORCID: https://orcid.org/0000-0001-7742-4491)
- Ting Fang Alvin Ang (ORCID: https://orcid.org/0000-0003-4687-2552)
- Jinying Chen
- Bargav Jagatha
Institutions
- Boston University (US)
- Framingham Heart Study (US)
Publication Details
- Journal
- Alzheimer s & Dementia
- Published
- 2025-12-01
- DOI
- https://doi.org/10.1002/alz70857_099219
- Primary Topic
- Dementia and Cognitive Impairment Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00