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@AustralianCancerDataNetwork

Australian Cancer Data Network

Distributed learning from clinical cancer data

ACDN

Our projects span data models, imaging pipelines, synthetic data generation, and clinical NLP, with a strong emphasis on reproducibility, interoperability, and governance-aware design. Wherever possible, analysis is performed where data resides, enabling collaboration across institutions and jurisdictions without centralising sensitive data.

What lives here?

You will find a collection of interoperable tools, reference implementations, and exploratory projects that support oncology research infrastructure, including:

  • Data representations and abstractions for observational research and analytics, serialisation, and visualisation
  • Imaging and radiotherapy pipelines for converting, analysing, and validating clinical data
  • Synthetic data generation to enable development, testing, and training without exposing patient data
  • Clinical NLP resources focused on practical extraction targets and reusable workflows
  • Stand-alone research projects that document end-to-end analytic processes

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  1. pydicer pydicer Public

    PYthon Dicom Image ConvertER

    Python 40 9

  2. omop-alchemy omop-alchemy Public

    SQLAlchemy models for OHDSI OMOP Common Data Model

    Python 13 4

  3. cava_nlp cava_nlp Public

    All text-processing functionality related to the CaVa processing pipeline

    Python 2

  4. omop-graph omop-graph Public

    Knowledge-graph layer over OMOP database

    Jupyter Notebook 4 2

  5. omop-emb omop-emb Public

    Embedding layer for OMOP CDM

    Python 1 2

  6. groundworkers groundworkers Public

    let your groundworkers loose in the vocabularies

    Python

Repositories

Showing 10 of 37 repositories
  • pbs-client Public
    AustralianCancerDataNetwork/pbs-client's past year of commit activity
    Python 0 0 0 0 Updated Sep 14, 2026
  • omop-alchemy Public

    SQLAlchemy models for OHDSI OMOP Common Data Model

    AustralianCancerDataNetwork/omop-alchemy's past year of commit activity
    Python 13 Apache-2.0 4 9 3 Updated Sep 14, 2026
  • AustralianCancerDataNetwork/oa-configurator's past year of commit activity
    Python 0 Apache-2.0 1 10 2 Updated Sep 14, 2026
  • groundworkers Public

    let your groundworkers loose in the vocabularies

    AustralianCancerDataNetwork/groundworkers's past year of commit activity
    Python 0 0 2 1 Updated Sep 12, 2026
  • groundstore Public
    AustralianCancerDataNetwork/groundstore's past year of commit activity
    Python 0 0 0 0 Updated Sep 11, 2026
  • AustralianCancerDataNetwork/groundskeeping's past year of commit activity
    Python 0 0 2 0 Updated Sep 11, 2026
  • AustralianCancerDataNetwork/groundworkers-plugin-catalogue's past year of commit activity
    Python 0 0 0 0 Updated Sep 11, 2026
  • AustralianCancerDataNetwork/ohdsi-prompt-registry's past year of commit activity
    Python 0 0 0 0 Updated Sep 11, 2026
  • AustralianCancerDataNetwork/gw-plugin-template's past year of commit activity
    Python 0 0 0 0 Updated Sep 11, 2026
  • orm-loader Public

    SQLAlchemy helper tools for managing dataload and model generation

    AustralianCancerDataNetwork/orm-loader's past year of commit activity
    Python 1 Apache-2.0 1 2 2 Updated Sep 7, 2026

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