Explainability
Aperivue/medsci-skillsProduce or audit the interpretability/explainability analysis of a medical-imaging model — Grad-CAM / Grad-CAM++ / attention-rollout / saliency / integrated-gradients — so it clears the rigor bar a reviewer expects: mandatory Adebayo sanity checks (model- and data-randomisation), a quantitative localisation metric against ground truth (IoU / pointing game / Dice) instead of eyeballed examples, a cohort-level result rather than cherry-picked cases, and attribution framing rather than "proof the model is correct". Emits an explainability-report manifest and a deterministic rigor gate. Integrates...
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This skill is for Legal.
/plugin marketplace add Aperivue/medsci-skills
/plugin install explainability
Setup, runtime and requirements describe Aperivue/medsci-skills, the repo this skill ships in.
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