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Use when validating or evaluating a trained medical-imaging model. Audits split leakage and validation design, computes task-correct held-out metrics (Dice + HD95, AUROC + AUPRC, FROC, calibration), and covers uncertainty/OOD and Grad-CAM explainability, each with a gate.

Install

npx skills add Aperivue/medsci-skills --skill model-assessment -a claude-code

Installs to .claude/skills/model-assessment/ · Each command fetches the skill straight from GitHub with the open skills CLI.

Download .zip

Byte-identical to the scanned commit, with the repository’s licence and a SOURCE.txt.

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Why 80

Security85
Provenance71
Maintenance100
Licence100
Adoption42

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