Model Validation · Aperivue/medsci-skills
Audit validation studies for medical-imaging AI models
Designs or audits the clinical-validation study for an engineer-built imaging model (segmentation, classification, detection) — checking patient-level split disjointness, data leakage, and internal vs. external validation — before a validation report is written.
Good for
- Design a validation study for an imaging model
- Audit a split table for patient-level leakage
- Compare internal vs external validation design
- Source repository
- Aperivue/medsci-skills
- Category
- Medicine
Open-source skills are maintained by their authors and listed as published, with attribution. Results depend on how well the skill fits your task and material.
A good place to start
Review my segmentation model's validation plan and check whether the train/test split leaks patient data.
Make your next great thing.
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