Skin Lesion Classifier
Upload a skin lesion image for AI analysis
Medical Disclaimer: This is a research prototype only.
NOT for medical diagnosis. Always consult healthcare professionals for medical advice.
Analyzing image…
Prediction Results
Model Certainty
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Malignancy Probability
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Visual Analysis
What is the AI looking at?
The Grad-CAM heatmap shows which parts of the image the AI focused on:
- Red areas: High importance for the prediction
- Yellow areas: Moderate importance
- Blue areas: Low importance (background)
Good AI should focus on medically relevant features like:
- Lesion borders and shape irregularities
- Color variations within the lesion
- Texture and surface characteristics