📋 Upload Medical Image
Upload X-ray, CT scan, or MRI images for AI-powered analysis
Selected Image:
📊 Analysis Results
⚠️ Important Medical Notice
This is an educational demonstration only. This tool should NOT be used for actual medical diagnosis. Always consult with qualified healthcare professionals for medical decisions.
🎓 How Medical Image Classification Works
1. Image Preprocessing: The image is normalized and resized to match the model's input requirements.
2. Feature Extraction: Convolutional neural networks extract relevant features from the medical image.
3. Classification: The model compares extracted features with learned patterns from thousands of medical images.
4. Confidence Scoring: The system provides probability scores for different potential diagnoses.
5. Region Highlighting: Advanced models can identify specific regions of interest in the image.