Model Card for Breast Cancer Wisconsin (Diagnostic) Dataset

Model Details

Overview

This model predicts whether breast cancer is benign or malignant based on image measurements.

Version

Owners

Model Cards Team, model-cards@google.com

References

• https://archive.ics.uci.edu/ml/datasets/Breast+Cancer+Wisconsin+(Diagnostic)
• https://minds.wisconsin.edu/bitstream/handle/1793/59692/TR1131.pdf

Considerations

Intended Users

• Medical professionals
• ML researchers

Use Cases

• Breast cancer diagnosis

Limitations

• Breast cancer diagnosis

Ethical Considerations

• Risk: Manual selection of image sections to digitize could create selection bias
  Mitigation Strategy: Automate the selection process