Learning Timeline
Key Insights
Risk of False Positives
While the model is highly accurate, it is not perfect. In the example, it correctly identified real lesions but also 'hallucinated' an additional lesion that did not exist. Always verify AI results against expert analysis or ground truth.
Model Version Criticality
You must use 'Nano Banana Pro' for this task. Older versions like 'Nano Banana 1' or standard image editors are incapable of accurately detecting medical anomalies and produce unusable results.
Step by Step
Performing Medical Scan Analysis with Nano Banana Pro
- Access the Nano Banana Pro interface.
- Upload the original source medical image (e.g., a scan containing potential lesions).
- Initiate the generation process to scan the image for anomalies.
- Review the generated output image, observing the specific points identified by the AI.
- Compare the AI-generated results against the original image or ground truth data to verify the location of detected lesions.
- Check for false positives (hallucinations) where the AI may have marked a healthy area as a lesion.
