Item detail

maziyarpanahi/openmed

OpenMed is an Apache-2.0 local-first healthcare AI toolkit for clinical NER and HIPAA-style PII de-identification. It exposes Python, FastAPI, batch processing, and Apple MLX paths, with a registry of specialized medical models that can run on device or in air-gapped environments.

Score7.2
Popularity55.0
Riskmedium
TierSilver
Score breakdown
Usefulness7.0
Novelty7.0
Momentum7.0
Maturity6.4
Open-source/build8.4
Evidence7.2
Workflow potential7.6
Setup ease6.4

Popularity is tracked separately. Support, ads, sponsorships, and tips never affect these signals.

Why it matters

Useful for privacy-sensitive healthcare text experiments where cloud APIs are a non-starter; treat it as developer tooling, validate every model on your domain data, and do not present outputs as medical advice.

Who should use it

health-tech developersprivacy engineersclinical data teamslocal AI builders

Who should skip it

Skip or sandbox it if you cannot review permissions, data access, and failure modes before use.

Risk explanation

handles clinical text and personal data; not a substitute for medical or compliance review.

Evidence links

Closest alternatives / related signals

healthcare-ailocal-aipiimlxprivacy