An Empirical Study of Self-Supervised Learning Methods using Vision Transformers for Small-Sample 3D MRI Alzheimer's Disease Detection
Abstract
This repository contains the pre-trained weights of the best models that have shown the best performance across different pre-training datasets and pre-training durations (epochs). The weights are for ViT-B model.
Fields of Study & Subjects
Dementia and Cognitive Impairment Research
Medical Image Segmentation Techniques
Domain Adaptation and Few-Shot Learning
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 13 February 2026
- Language
- EN
- Document type
- Dataset