Prediction of Longitudinal Changes in Hippocampal and Parahippocampal Structures: An Interpretable Bayesian Analysis in Alzheimer's Disease
In this study, we demonstrate that a GRU-BEND model which is able to effectively predict longitudinal changes in volumes of hippocampal and parahippocampal structures in Alzheimer's disease based on two years of data. This may be helpful in prognosticating patients and quantitative estimation of treatment effects.
Authors
- Ratnadeep Das
- Sitikantha Roy (ORCID: https://orcid.org/0000-0003-2720-4620)
- Atri Chatterjee
Institutions
- Vardhman Mahavir Medical College & Safdarjung Hospital (IN)
- Indian Institute of Technology Delhi (IN)
Publication Details
- Journal
- Alzheimer s & Dementia
- Published
- 2025-12-01
- DOI
- https://doi.org/10.1002/alz70856_106410
- Primary Topic
- Dementia and Cognitive Impairment Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00