Pneumonia AI Screening
Upload a chest X-ray and get an instant AI-assisted screening result.
Upload your X-ray
Drop or browse a chest X-ray image. PNG, JPG or JPEG.
AI analysis
The AI model analyzes the image and returns a pneumonia probability score.
Review & export
View the result, explore the Grad-CAM heatmap and download a PDF report.
Model focus map
Frequently asked questions
What image formats are supported?
PNG, JPG and JPEG. Use a standard frontal chest X-ray for best results.
How accurate is the AI model?
A custom CNN trained on chest X-ray data. Always confirm results with a qualified radiologist.
What is Grad-CAM?
Grad-CAM highlights the regions the model focused on. Warmer colors indicate higher attention.
What do the alert levels mean?
High ≥ 80% · Moderate 55–80% · Low below 55%.
Is my data stored or shared?
Images are processed in real time and not stored. No data is retained after the session.
Can this replace a radiologist?
No. This tool is for educational use only and does not replace a radiologist or physician.
About PneumoAI
PneumoAI is an educational AI screening tool that analyzes chest X-ray images for signs of pneumonia. It is designed for research and learning purposes only.
Disclaimer
This tool is not a certified medical device. Results must always be confirmed by a qualified radiologist or physician. Do not use for clinical diagnosis.
Contact
For questions or feedback, contact us at yanishamek14@gmail.com