The robust 2D brain image patch ranking algorithm with feature selection, heatmaps and ChatGPT for interpretable Alzheimer's disease diagnosis
The new robust 2D image patch ranking algorithm can reliably generate the 2D PRM for interpretable AD diagnosis. A medical doctor may conveniently use the 2D PRM to understand the relationship among top-ranked 2D image patches, relevant feature sets, important associated brain areas, and AD diagnosis.
Authors
- Luna Mingyi Zhang
Institutions
- Stony Brook University (US)
Publication Details
- Journal
- Alzheimer s & Dementia
- Published
- 2025-12-01
- DOI
- https://doi.org/10.1002/alz70861_108992
- Primary Topic
- Brain Tumor Detection and Classification
- Type
- article
- Field-Weighted Citation Impact
- 0.00