Powered by OpenAIRE graph
Found an issue? Give us feedback
image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao ZENODOarrow_drop_down
image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
ZENODO
Software . 2026
License: CC BY
Data sources: ZENODO
ZENODO
Software . 2026
License: CC BY
Data sources: Datacite
ZENODO
Software . 2026
License: CC BY
Data sources: Datacite
 View all 2 versions
Claim

MACH: Machine-Actionable Catalog for Healthcare

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 13 May 2026Publisher:Zenodo
Authors: Ojha, Priyanka;
Code repository: https://github.com/FORSE-H/MACH

doi: 10.5281/zenodo.20155319 , 10.5281/zenodo.20155320

MACH: Machine-Actionable Catalog for Healthcare

Abstract

An open, machine-actionable catalog of open-source healthcare software, AI/ML models, clinical standards, datasets, tooling, and MCP servers : curated for humans, queryable by agents. Every entry is a structured JSON-LD record aligned with established open metadata standards (CodeMeta, MLDCAT-AP, Croissant, DCAT-AP), enabling discovery by hospitals, researchers, governments, and AI agents. Catalog data (entries/) is licensed CC-BY-4.0; pipeline code is Apache-2.0.

This is an early-stage release. Active development is ongoing. A formal versioned release is planned once the schema export pipeline and 50+ entries are complete.

Keywords

clinical AI, catalog, metadata, FHIR, CodeMeta, healthcare, machine-readable, interoperability, JSON-LD, openEHR, MLDCAT-AP, open-source, FAIR

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    		 Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    		 Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average