Medical AI dashboard

AI-Assisted Pneumonia Detection

Analyze chest X-ray images using a deep learning model to assist pneumonia classification.

Analyze X-Ray
AI ModelCNN
InputChest X-Ray
Image SizeDetected from model
Classes4

How It Works

1

Upload X-Ray

Select a JPG or PNG chest X-ray image.

2

AI Analysis

The Keras model processes the image using its detected input shape.

3

Review Prediction

See class probabilities, confidence, history, and a PDF report.

Supported Classification

Normal

No pneumonia pattern predicted by the model.

Bacterial Pneumonia

Image characteristics associated with bacterial pneumonia.

Viral Pneumonia

Image characteristics associated with viral pneumonia.

COVID-19 Pneumonia

Image characteristics associated with COVID-19 pneumonia.

Medical Disclaimer

This application uses artificial intelligence to classify patterns in chest X-ray images. The prediction is intended for research, educational, or decision-support purposes and should not be considered a medical diagnosis. Clinical interpretation must be performed by a qualified healthcare professional.