On a public pediatric chest X-ray dataset, CrossViT achieved 88.25% accuracy and 99.42% recall, outperforming the CNN and other ViT models tested in the paper.
Pneumonia Detection
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Comparative Analysis of Vision Transformers and Traditional Deep Learning Approaches for Automated Pneumonia Detection in Chest X-Rays
On a public pediatric chest X-ray dataset, CrossViT achieved 88.25% accuracy and 99.42% recall, outperforming the CNN and other ViT models tested in the paper.