Abstract: Pneumonia is a serious lung infection requiring early, accurate diagnosis. Traditional methods rely on chest X-rays, but interpreting these images can be challenging due to variability in ...

The rapid development of artificial intelligence (AI) and deep learning has led to significant improvements in medical image analysis, especially chest X-ray diagnosis. However, recent studies have ...