Research Prototype

Review Chest Imaging with AI

Upload a single DICOM image or chest X-ray image and receive a research-only prediction, class probabilities, Grad-CAM overlay, and downloadable PDF summary.

Upload an Image

Do not use this output as a diagnosis or a substitute for specialist review.

How It Works

1

Upload

Upload a single DICOM image or a chest X-ray image (PNG/JPG).

2

Analyze

The backend preprocesses the image and runs the current EfficientNet-B3-based model.

3

Results

Review a prediction, class probabilities, Grad-CAM visualization, and PDF export.

Built With

EfficientNet-B3PyTorchGrad-CAMFastAPINext.jsTailwind CSS