DINOv2-Pretrained Vision Transformers for Stroke and Heart Failure Detection from Chest X-rays with Limited Labeled Data.
Cardiovascular and cerebrovascular diseases are leading causes of death worldwide, motivating scalable, noninvasive screening approaches. Chest X-rays (CXRs) are widely available, but current deep learning methods rely on large labeled datasets that are costly to obtain in clinical practice. We prop...
| Published in: | Journal of Imaging Informatics in Medicine pp. 1 - 19 |
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| Main Authors: | , , , |
| Format: | Journal Article |
| Published: |
Springer Nature
Sep2026
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| Online Access: | View this record in EBSCOhost |