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Health and medicine

Medical AI, clinical tools and health assistants.

monai leads with 69, ahead of openmed (66) and nnunet (60). 8 projects ranked by score. Updated from public GitHub data.

Best of each kind

  1. Ready to useopen-health

    Web app that parses personal health records and chats about them with an LLM

    8 score4k stars
    Stars over the last 29 weeks: 3,822 on 21 Apr 2026, 3,970 on 10 Nov 2026.#1 of 1 · Assistants
  2. Parts to build withmonai

    PyTorch framework for deep learning on medical imaging data

    69 score8.8k stars
    Stars over the last 32 weeks: 7,946 on 31 Mar 2026, 8,838 on 10 Nov 2026.#1 of 7 · ML libraries

Ready to use

apps, CLIs and tools you install and run. One project.

All fields
  1. 1
    open-healthWeb app that parses personal health records and chats about them with an LLM55th in Assistants · AGPL-3.0
    Stars over the last 29 weeks: 3,822 on 21 Apr 2026, 3,970 on 10 Nov 2026.
    4k ★
    8

Parts to build with

libraries, models, servers and add-ons. 7 projects, ranked by score.

  1. 1
    monaiPyTorch framework for deep learning on medical imaging data71st in ML libraries · Apache-2.0
    Stars over the last 32 weeks: 7,946 on 31 Mar 2026, 8,838 on 10 Nov 2026.
    8.8k ★
    69
  2. 2
    openmedClinical NER and PII de-identification SDK that runs locally on CPU, GPU, Apple, mobile29th in Data and scraping · Apache-2.0
    Stars over the last 29 weeks: 836 on 21 Apr 2026, 5,801 on 10 Nov 2026.
    5.8k ★
    66
  3. 3
    nnunetSelf-configuring U-Net framework for biomedical image segmentation33rd in Fine-tuning · Apache-2.0
    Stars over the last 32 weeks: 8,130 on 31 Mar 2026, 9,035 on 10 Nov 2026.
    9k ★
    60
  4. 4
    medicalgptTraining scripts for medical LLMs: pretraining, SFT, RLHF, DPO, GRPO35th in Fine-tuning · Apache-2.0
    Stars over the last 32 weeks: 5,079 on 1 Apr 2026, 5,892 on 11 Nov 2026.
    5.9k ★
    54
  5. 5
    torchioPyTorch library for loading, augmenting and patch-sampling 3D medical images154th in ML libraries · Apache-2.0
    Stars over the last 29 weeks: 2,381 on 21 Apr 2026, 2,454 on 10 Nov 2026.
    2.5k ★
    42
  6. 6
    huatuo-llama-med-chineseLoRA-tuned Chinese medical Q&A models on LLaMA, Alpaca, Bloom and Huozi56th in Open models · Apache-2.0
    Stars over the last 29 weeks: 4,917 on 22 Apr 2026, 5,000 on 11 Nov 2026.
    5k ★
    34
  7. 7
    deepvariantCNN-based germline variant caller that turns BAM/CRAM reads into VCF/gVCF61st in Open models · BSD-3-Clause
    Stars over the last 29 weeks: 3,654 on 22 Apr 2026, 3,829 on 11 Nov 2026.
    3.8k ★
    32

A project's field comes from its own description: what it is made for. All fields.