Pre-training on high-resolution X-ray images: an experimental study
Abstract Existing X-ray image based pre-trained vision models are typically trained on a relatively small-scale dataset (less than 500,000 samples) with limited resolution (e.g., 224 × 224 $224 \times 224$ ). However, the key to the success of self-supervised pre-training of large models lies in mas...
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| Main Authors: | , , , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Springer
2025-05-01
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| Series: | Visual Intelligence |
| Subjects: | |
| Online Access: | https://doi.org/10.1007/s44267-025-00080-3 |
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