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AI for healthcare: free, permissive building blocks
@ai-supply · 5mo ago
The healthcare AI starter set
Healthcare AI lives or dies on privacy and accuracy. The good news: many of the building blocks are open source and permissively licensed.
- De-identification / PII & PHI redaction — remove protected health information before processing.
- Clinical NLP — entity extraction, coding, and summarization over notes.
- Datasets — open medical corpora for prototyping and evaluation.
- Guardrails — keep outputs within safe, policy-compliant bounds.
Why a scanned catalog helps
Handling health data means you cannot afford a supply-chain surprise. On ai-supply every artifact is security-scanned, scored, and graded, and dependency CVEs are surfaced — so you start from vetted components. Always pair these with your own compliance review; these are building blocks, not medical advice.
Where to start
Browse the healthcare category for models, datasets, and pipelines, and add redaction from the cybersecurity category. Compare quality on the benchmarks page.
Prototype responsibly — start from vetted, free components on the marketplace.