Medical image processing algorithm validation skill for segmentation, detection, and analysis algorithms
The Image Algorithm Validator Skill supports validation of medical image processing algorithms, including segmentation, detection, and analysis algorithms, ensuring performance meets clinical requirements.
This skill integrates with the following processes:
image-algorithm-validator:
algorithm-types:
- segmentation
- detection
- classification
- registration
- quantification
metrics:
- Dice
- IoU
- sensitivity
- specificity
- AUC
- Hausdorff-distance
validation-methods:
- holdout
- cross-validation
- external-validation