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All 3 AI models will analyze your X-ray: Custom CNN, ResNet50, and VGG16, plus an Ensemble prediction.
About Pneumonia Detection

What is Pneumonia?

Pneumonia is an infection that inflames air sacs in the lungs, which may fill with fluid.

X-Ray Indicators:

  • White patches (infiltrates)
  • Fluid accumulation
  • Opacity in lung fields

AI Confidence Score:

Higher confidence (>70%) indicates stronger model certainty. Lower scores suggest borderline cases requiring medical review.