Merging four public chest X-ray datasets and fine-tuning standard CNNs yields roughly 99 percent accuracy on held-out hybrid images, but the improvement over single datasets is not statistically demonstrated.
Covid-19 and pneumonia diagnosis from chest x-ray images using convolutional neural networks
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Comprehensive Lung Disease Detection Using Deep Learning Models and Hybrid Chest X-ray Data with Explainable AI
Merging four public chest X-ray datasets and fine-tuning standard CNNs yields roughly 99 percent accuracy on held-out hybrid images, but the improvement over single datasets is not statistically demonstrated.