⚠️
RESEARCH TOOL ONLY | NOT FDA APPROVED | FOR HEALTHCARE PROFESSIONALS ONLY
Legal Disclaimer
Important information about tool limitations and usage
⚠️Research Tool - NOT For Clinical Diagnosis
- •NOT FDA/CE approved for clinical use. This tool is intended for research and educational purposes only.
- •NO liability accepted for clinical decisions based on this tool. Healthcare provider remains solely responsible for all diagnostic and treatment decisions.
- •Results are probabilistic and should never replace clinical examination, dermoscopy, and histopathological analysis.
- •This is an experimental research tool in development phase. Accuracy may vary based on image quality and dataset characteristics.
- •This tool requires proper training and histopathological expertise before use.
Image Requirements
- Images must meet minimum quality standards (224x224px minimum resolution)
- RGB format required for proper color analysis
- Works best with high-quality histopathological microscope images
- Image quality significantly affects prediction accuracy
Tool Limitations
- Limited to benign vs. malignant classification (cannot differentiate other skin cancer types)
- Designed for qualified healthcare professionals with histopathology expertise
- External validation on diverse datasets recommended before clinical consideration
- False negative rate: 0.75% (8 cases out of 1,070 malignant samples)
- False positive rate: 1.91% (10 cases out of 523 benign samples)
Disclaimer
By using this tool, you acknowledge and agree that:
- This tool is NOT a medical device or diagnostic instrument
- All results must be verified by qualified pathologists through standard clinical procedures
- The developers, researchers, and hosting providers accept NO liability for clinical decisions made based on this tool
- You are a licensed healthcare professional or researcher
- You will use this tool ethically and responsibly
- Results are for informational purposes and should guide further clinical investigation, not replace it