How to Use DeepMammo
A step-by-step guide to making predictions
Prepare your image
Use a standard mammogram in PNG or JPG format. The image should be a full mammogram view (CC or MLO). Maximum file size is 20 MB. DICOM files should be exported to PNG before uploading.
Upload on the Dashboard
Navigate to the Dashboard page. Click the upload area or drag and drop your image directly. The filename will appear once selected.
Run the analysis
Click Run Analysis. The system will preprocess your image (CLAHE enhancement, breast tissue isolation), run it through the EfficientNet-B4 model, and generate segmentation and classification outputs. This takes 5 – 15 seconds.
Review the results
You will see: Abnormality type (mass or calcification), Pathology (benign or malignant), a segmentation mask showing the detected region, a saliency map highlighting model attention, and a structured clinical report.
Download the PDF report
Click Download PDF to save a formatted report containing all predictions, visual outputs, and the AI-generated clinical narrative. Share with your clinical team for review.