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maziyarpanahi/openmed

Local-first healthcare AI: clinical NER and HIPAA PII de-identification on hardware you control. 2,200+ medical models, 35 model-backed PII languages, and Python, MLX, Android and browser runtimes. Apache-2.0 SDK.

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Python
5.7k
779
16 contributors
Apache License 2.0
website
AchievementsView all →
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Momentum

How fast maziyarpanahi/openmed is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Aug 28 – Oct 27, 2026

Stars +547 in 61 days

050100
67

Forks +100 in 61 days

0510
9

Merged PRs 638 in 61 days

050100150
110

Trendshift Trendingwhere the repository ranked each day it made the top 25

Not in the Trendshift top 25 in this period

Aug 28Sep 5Sep 13Sep 21Sep 29Oct 7Oct 15Oct 23
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRs
Fri, Aug 28, 2026+0+00
Sat, Aug 29, 2026+6+40
Sun, Aug 30, 2026+1+111
Mon, Aug 31, 2026+6+10
Tue, Sep 1, 2026+5+15
Wed, Sep 2, 2026+7+16
Thu, Sep 3, 2026+2+00
Fri, Sep 4, 2026+3+121
Sat, Sep 5, 2026+30+30
Sun, Sep 6, 2026+13+11
Mon, Sep 7, 2026+14+215
Tue, Sep 8, 2026+13+31
Wed, Sep 9, 2026+11+21
Thu, Sep 10, 2026+9+10
Fri, Sep 11, 2026+8+149
Sat, Sep 12, 2026+7+122
Sun, Sep 13, 2026+6+110
Mon, Sep 14, 2026+2+33
Tue, Sep 15, 2026+10+412
Wed, Sep 16, 2026+2+25
Thu, Sep 17, 2026+6+14
Fri, Sep 18, 2026+6+130
Sat, Sep 19, 2026+4+11
Sun, Sep 20, 2026+2+02
Mon, Sep 21, 2026+6+138
Tue, Sep 22, 2026+9+417
Wed, Sep 23, 2026+12+3110
Thu, Sep 24, 2026+13+39
Fri, Sep 25, 2026+8+16
Sat, Sep 26, 2026+21+36
Sun, Sep 27, 2026+5+422
Mon, Sep 28, 2026+6+080
Tue, Sep 29, 2026+9+25
Wed, Sep 30, 2026+5+20
Thu, Oct 1, 2026+1+10
Fri, Oct 2, 2026+1+10
Sat, Oct 3, 2026+3+23
Sun, Oct 4, 2026+1+10
Mon, Oct 5, 2026+2+10
Tue, Oct 6, 2026+3+10
Wed, Oct 7, 2026+4+21
Thu, Oct 8, 2026+21+10
Fri, Oct 9, 2026+22+30
Sat, Oct 10, 2026+6+158
Sun, Oct 11, 2026+67+369
Mon, Oct 12, 2026+46+94
Tue, Oct 13, 2026+41+42
Wed, Oct 14, 2026+22+21
Thu, Oct 15, 2026+12+20
Fri, Oct 16, 2026+0+04
Sat, Oct 17, 2026+2+12
Sun, Oct 18, 2026+1+10
Mon, Oct 19, 2026+1+00
Tue, Oct 20, 2026+3+01
Wed, Oct 21, 2026+1+01
Thu, Oct 22, 2026+0+10
Fri, Oct 23, 2026+1+20
Sat, Oct 24, 2026+7+10
Sun, Oct 25, 2026+5+00
Mon, Oct 26, 2026+3+00
Tue, Oct 27, 2026+4+10
Total+547+100638
  • 1#1 on the list
  • 7Rank that day
  • Not trending
1

    • GitHub trending history

    Where the repository ranked on GitHub Trending, one dot for each day it was on a list

    Jun 9 – Jun 12, 2026Best #3

    #1#5#10#15#20#25
    Top 10
    Jul 2026AugSep
    The left and right arrow keys step from day to day; Home and End go to the first and the last

    Mentions and achievements

    Where people are talking about maziyarpanahi/openmed, and every badge it has earned
    1. Oct 161 post

      • The FHIR round trip in code. Export a 2-fact slice and the loss report names what did not fit: resolution_target_unsupported. Import it back and the facts are identical. Edit one status in transit…

        Read full on X, posted by @OpenMed_AI

        @OpenMed_AI · x.com

    2. Oct 141 post

      • Ask OpenMed 3.0 for a clinical brief from a model that isn't on the machine, and you get nothing back. No quiet cloud fallback. The deterministic local path returned a brief where every sentence…

        Read full on X, posted by @OpenMed_AI

        @OpenMed_AI · x.com

    3. Oct 131 post

      • Care gaps in OpenMed 3.0 have four states, and the policy is asymmetric on purpose: unknown, errored or conflicting inputs can never produce "open". An open gap needs complete, explicit evidence.…

        Read full on X, posted by @OpenMed_AI

        @OpenMed_AI · x.com

    4. Oct 122 posts

      • OMOP 5.4 from OpenMed 3.0 keeps ETL lineage on every row, keeps unmapped concepts explicit, and lists what it could not project instead of filling the gap. A partial result that says what is missing…

        Read full on X, posted by @OpenMed_AI

        @OpenMed_AI · x.com

      • OMOP needs a start day. The note only says the diabetes started in January. Writing 2026-01-01 would be easy, and an invented date can end up deciding who is in a cohort. OpenMed 3.0 withholds the…

        Read full on X, posted by @OpenMed_AI

        @OpenMed_AI · x.com

    5. Oct 112 posts

      • OpenMed 3.0 is out: Apache-2.0 clinical AI that runs fully local and never falls back to the cloud. 422 open issues if you want in on 3.1

        Read full on Reddit

        r/coolgithubprojects

      • OpenMed 3.0 is out: Apache-2.0 clinical AI that runs fully local and never falls back to the cloud. 422 open issues if you want in on 3.1

        Read full on Reddit

        r/LocalLLaMA

    6. Oct 101 post

      • Bring any patient matcher you like to OpenMed 3.0. It can score candidates. It cannot link them. The resolver answers ambiguous, review_required=True and no canonical key until a person decides.…

        Read full on X, posted by @OpenMed_AI

        @OpenMed_AI · x.com

    7. Oct 92 posts

      • Point-in-time reads in OpenMed 3.0 take one extra argument: the snapshot you saw. Pass it back later and you get the record exactly as it read then. Useful for audits, for reproducing what a model…

        Read full on X, posted by @OpenMed_AI

        @OpenMed_AI · x.com

      • The lab calls back: that potassium of 6.8 was a hemolyzed sample. The re-run says 4.4. If someone acted on the 6.8, the record must show it said 6.8 at that moment. OpenMed 3.0 amends without…

        Read full on X, posted by @OpenMed_AI

        @OpenMed_AI · x.com

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