maziyarpanahi/openmed

Build the HPO phenotype linker for clinical-finding spans about 4 hours ago

help wanted good first issue roadmap-v2 feature P2

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add immunization and vaccine-administration domain to NER catalog and label maps about 12 hours ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a Latvian (lv) PII language pack with personas kods validator 1 day ago

help wanted good first issue roadmap-v2 feature P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add nutrition and diet-order domain to NER catalog and label maps 2 days ago

help wanted good first issue roadmap-v2 feature P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a breach-notification runbook and report template 2 days ago

help wanted good first issue roadmap-v2 feature P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a false-negative explorer CLI over benchmark runs 3 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a memory profiler command for the inference path 3 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add docTR engine adapter to the OCR contract 3 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add Jupyter/IPython rich display widget for de-identification results 3 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add Hugging Face Hub model-pull convenience helpers 3 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add anesthesia-record domain to NER catalog and label maps 3 days ago

help wanted good first issue roadmap-v2 feature P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a dependency-pinning and reproducible-lock CI gate 3 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a docstring coverage check for the public API surface 3 days ago

help wanted good first issue roadmap-v2 improvement P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Audit and snapshot-test CLI help text for every subcommand 3 days ago

help wanted good first issue roadmap-v2 improvement P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a Gradio interactive de-identification demo example app 3 days ago

help wanted good first issue roadmap-v2 feature P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add regional Arabic Faker-locale overrides for Gulf and Levant surrogates 3 days ago

help wanted good first issue roadmap-v2 improvement P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a zero-shot NER how-to guide with synthetic worked examples 3 days ago

help wanted good first issue roadmap-v2 improvement P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a batch-processing how-to guide for data engineers 3 days ago

help wanted good first issue roadmap-v2 improvement P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a copy-paste REST API recipes guide with curl and Python client snippets 3 days ago

help wanted good first issue roadmap-v2 improvement P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add an example datasets walkthrough using the bundled golden fixtures 3 days ago

help wanted good first issue roadmap-v2 improvement P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a cookbook landing page indexing all examples and recipes 3 days ago

help wanted good first issue roadmap-v2 improvement P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add persona quickstarts for researcher, app developer, and data engineer 3 days ago

help wanted good first issue roadmap-v2 improvement P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a troubleshooting and common-errors guide to the docs site 3 days ago

help wanted good first issue roadmap-v2 improvement P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a Postman collection for the REST service endpoints 3 days ago

help wanted good first issue roadmap-v2 feature P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a Romanian (ro) PII language pack with CNP validator 3 days ago

help wanted good first issue roadmap-v2 feature P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a Prefect flow and task for batch de-identification 3 days ago

help wanted good first issue roadmap-v2 feature P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add vCard and iCalendar redaction for contact and appointment PHI 3 days ago

help wanted good first issue roadmap-v2 feature P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add ProGuard/R8 consumer rules so the OpenMedKit AAR shrinks cleanly 3 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Decide and document the on-device Android tokenization strategy 3 days ago

help wanted good first issue roadmap-v2 improvement P1

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add offline local-first guarantees and a no-PHI-logging guard 3 days ago

help wanted good first issue roadmap-v2 feature P1

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add the EntityPrediction and OpenMedSpan Kotlin data model mirroring OM-027 3 days ago

help wanted good first issue roadmap-v2 feature P1

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a clinical-domains catalog index and disclaimer doc generated from the label maps 3 days ago

help wanted good first issue roadmap-v2 improvement P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a Slovak (sk) PII language pack reusing the rodne cislo birth-number validator 4 days ago

help wanted good first issue roadmap-v2 feature P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a Malay (ms) PII language pack with Malaysian MyKad NRIC detection 4 days ago

help wanted good first issue roadmap-v2 feature P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a Tagalog/Filipino (tl) PII language pack with PhilSys PSN/PhilHealth detection 4 days ago

help wanted good first issue roadmap-v2 feature P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add pediatrics growth-parameter domain to NER catalog and label maps 4 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add endocrinology and metabolic domain to NER catalog and label maps 4 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add gastroenterology and endoscopy-finding domain to NER catalog and label maps 4 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add pulmonology domain with spirometry and respiratory-finding labels 4 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add nephrology and renal-function domain to NER catalog and label maps 4 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add an Estonian (et) PII language pack with isikukood personal-code validator 4 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a Serbian (sr) PII language pack with JMBG unique-citizen-number validator 4 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a Croatian (hr) PII language pack with OIB personal-identification validator 4 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a Bulgarian (bg) PII language pack with EGN unified-civil-number validator 4 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a secret-scanning pre-commit hook and CI gate 4 days ago

help wanted good first issue roadmap-v2 feature P1

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add an example-notebooks gallery with an executed-output CI check 4 days ago

help wanted good first issue roadmap-v2 feature P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add EPUB text extraction with char-offset map 4 days ago

help wanted good first issue roadmap-v2 feature P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add ODT/ODF text extraction with char-offset map 4 days ago

help wanted good first issue roadmap-v2 feature P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add RTF text extraction with char-offset map 4 days ago

help wanted good first issue roadmap-v2 feature P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a dataflow-tool processor for in-flow record redaction 4 days ago

help wanted good first issue roadmap-v2 feature P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add an analytics-database executable UDF wrapper for column redaction 4 days ago

help wanted good first issue roadmap-v2 feature P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a Vietnamese (vi) PII language pack with CCCD/CMND identifier detection 4 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a Portuguese NIF (Portugal) tax-number validator distinct from Brazilian CPF 4 days ago

help wanted good first issue roadmap-v2 improvement P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a Finnish (fi) PII language pack with HETU personal-identity validator 4 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a Hungarian (hu) PII language pack with TAJ social-security validator 4 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a Czech (cs) PII language pack with rodne cislo birth-number validator 4 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a Greek (el) PII language pack with AMKA social-security validator 4 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add clinical-concept canonical labels for grounding (CONDITION, MEDICATION, LAB_TEST, PROCEDURE, BODY_SITE) 5 days ago

help wanted good first issue roadmap-v2 feature P1

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a leakage heatmap by label and language 6 days ago

help wanted good first issue roadmap-v2 feature P1

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a redaction preview diff over original and redacted text 6 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a to_dataframe() helper to the typed de-identification result 6 days ago

help wanted good first issue roadmap-v2 feature P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add Polish PESEL and South Korean RRN national-ID validators 6 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a first-5-minutes redact-extract-FHIR example on synthetic data 6 days ago

help wanted good first issue roadmap-v2 improvement P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a CI lockfile-drift gate verifying uv.lock matches pyproject 6 days ago

help wanted good first issue roadmap-v2 improvement P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a Swift de-identification result-to-JSON exporter matching the Python schema 6 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a clinical document summary card with no PHI 6 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a CodeableConcept text-fallback consistency check 6 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add code-system version pinning and provenance stamping for exported codes 6 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a golden-fixture coverage report 6 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add configurable CORS and trusted-host middleware to the REST service 6 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a CodeableConcept builder for a single coded entity 6 days ago

help wanted good first issue roadmap-v2 feature P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add an openmed doctor environment and diagnostics command 7 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a manifest schema validator command and CI gate 7 days ago

help wanted good first issue roadmap-v2 feature P1

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add an Android integration and model-catalog usage doc 8 days ago

help wanted good first issue roadmap-v2 improvement P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add an Android quickstart doc covering dependency setup, model load and text redaction 8 days ago

help wanted good first issue roadmap-v2 improvement P1

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a FHIR OperationOutcome builder for exporter and validation results 9 days ago

help wanted good first issue roadmap-v2 feature P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a Canada PIPEDA policy profile as a data-driven config 9 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Reject duplicate resource ids in the FHIR Bundle assembler 10 days ago

bug help wanted good first issue roadmap-v2 P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a docker-compose for the REST service with healthcheck and volume cache 10 days ago

help wanted good first issue roadmap-v2 feature P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add OCR language-pack configuration for non-English clinical scans 11 days ago

help wanted good first issue roadmap-v2 improvement P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add deterministic urn:uuid reference helpers for cross-resource linking 11 days ago

help wanted good first issue roadmap-v2 improvement P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Handle empty and reference-only inputs in the FHIR Bundle assembler 11 days ago

help wanted good first issue roadmap-v2 improvement P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Fail clearly when signing or verifying an audit report without an HMAC key 11 days ago

help wanted good first issue roadmap-v2 improvement P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add an openmed fhir CLI subcommand over the FHIR Bundle assembler 11 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a per-model README and model-card preview command 11 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a release-gate dry-run preview that scores gates without writing a signed report 11 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Document the clinical context and extraction-depth layer in the docs site 11 days ago

help wanted good first issue roadmap-v2 improvement P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a lab reference-range parser and abnormal-flag derivation helper 11 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a medication-sig frequency and duration normalization helper 11 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add an openmed models recommend command for device-fit selection 11 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add policy-profile config diffing 11 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a GDPR Article 9 special-category-health policy profile 11 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add an Australia Privacy Act policy profile as a data-driven config 11 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a UK ICO policy profile as a data-driven config 11 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a substance-use status normalization vocabulary helper 11 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a clinical context regression suite with pseudo-cue and scope traps 11 days ago

help wanted good first issue roadmap-v2 improvement P1

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Compose a per-span clinical assertion record over the shipped ConText axes 11 days ago

help wanted good first issue roadmap-v2 feature P1

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add a good first issue contributor onboarding guide 11 days ago

help wanted good first issue roadmap-v2 improvement P3

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add paired significance testing between two benchmark runs 11 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

Add flaky-eval detection via repeated-run variance check 11 days ago

help wanted good first issue roadmap-v2 feature P2

maziyarpanahi/openmed

4.0K

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Python

#clinical-nlp#healthcare#hipaa#ios#llm#local-llm#mlx#ner#nlp#on-device#on-premise#pii#pii-detection#python#sovereign-ai#swift#swiftui

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