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Citing this software and obtaining a DOI

Researchers should cite the software artifact when they use the EHR Risk Framework pipeline (and cite any future journal paper separately once published).

Quick cite

  1. On GitHub, open this repository → Cite this repository (uses CITATION.cff).
  2. Or copy the BibTeX below.
@software{ehr_risk_framework_hossain_2026,
  author       = {Hossain, Md Rana},
  title        = {{EHR Risk Framework}: Leakage-Aware, Calibrated, Explainable Open Software},
  version      = {1.0.0},
  year         = {2026},
  publisher    = {Zenodo},
  doi          = {10.5281/zenodo.21448693},
  url          = {https://doi.org/10.5281/zenodo.21448693},
  license      = {MIT}
}

DOI: https://doi.org/10.5281/zenodo.21448693 (10.5281/zenodo.21448693).

Zenodo DOI

This repository is archived on Zenodo:

Citation metadata lives in CITATION.cff, .zenodo.json, and the README “Cite this repository” section.

For later versions: create a new GitHub Release with Zenodo–GitHub still enabled; Zenodo mints a version DOI while the concept DOI stays stable. Do not invent DOIs. Release hygiene: release_checklist.md.

Paper vs software

Artifact When to cite
This GitHub / Zenodo software DOI You used the code, Docker images, or the local academic verification pipeline (make -C research-paper paper-quick)
Future journal article DOI You rely on the peer-reviewed methods narrative

Do not treat synthetic verification AUCs in research-paper/reports/ as clinical performance when citing.

License

MIT — see LICENSE. Author metadata: AUTHORS.md.