Preprocess Imaging · Aperivue/medsci-skills
Design a leakage-safe medical-imaging preprocessing pipeline
Plans and audits the data-preparation stage of a medical-imaging model — DICOM/NIfTI intake, resampling, normalization, and augmentation — and produces a manifest plus a leakage gate that flags patient overlap and pipeline order errors before training.
Good for
- Write a DICOM/NIfTI preprocessing plan
- Check for patient-level split leakage
- Audit an existing imaging pipeline for leaks
- 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 medical-imaging preprocessing pipeline for data leakage and generate a preprocessing manifest before I scaffold the training model.
Make your next great thing.
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