Attention mechanism‐based prediction of early tau accumulation using MRI
We developed an attention mechanism-based architecture with an encoder-decoder structure. By predicting outcomes not only based on cortical thickness values but also their cross-attention-based contexture information, we could achieve highly accurate tau prediction in early and challenging regions.
Authors
- Jin‐Yang Kim
- Yeong‐Hun Song (ORCID: https://orcid.org/0009-0003-4943-6438)
- Joon‐Kyung Seong (ORCID: https://orcid.org/0000-0001-6291-5415)
- Wha Jin Lee
Institutions
- Korea University (KR)
- Alzheimer’s Disease Neuroimaging Initiative (US)
Publication Details
- Journal
- Alzheimer s & Dementia
- Published
- 2024-12-01
- DOI
- https://doi.org/10.1002/alz.092140
- Primary Topic
- ECG Monitoring and Analysis
- Type
- article
- Field-Weighted Citation Impact
- 0.00