Publication

Quantitative Risk Trace Fusion (QRTF)

A Quality-to-Risk Transfer Format + Monotone Logit Model for QA/QMS risk monitoring

Note: The manuscript title uses QRTF as “Quality-to-Risk Transfer Format”; the abstract defines QRTF™ as “Quantitative Risk Trace Fusion”.

References

Publications are written to be. Where standards or regulations are referenced, we link official sources in Standards & References.

QRTFQMSRisk controlStakeholders

DOI Download PDF Contact (private agreement)

Executive summary

QMS-integrated quantitative risk transfer framework with monotone constraints for audit-friendly risk monitoring.
Focuses on traceable inputs, clear scope, and decision-support outputs (probability-like score; not a calibrated clinical probability).
Published as a minimal preprint artifact; supplementary packages can be released as later Zenodo versions.

Note: Intended for methodological transparency and implementation planning; deployment in regulated settings requires documented validation, governance, and auditability.

Integrity

Verify downloads with the site manifest:

MANIFEST.sha256 manifest.json

How to cite

Cite as: Quantitative Risk Trace Fusion (QRTF). Zenodo. https://doi.org/10.5281/zenodo.18097836

BibTeX:

@misc{zadehnour2025qrtf,
  author       = {Zadehnour, Mehdi},
  title        = {QRTF (Manuscript v1.3c): A Quality-to-Risk Transfer Format and Monotone Logistic Fusion Model for QA/QMS Risk Monitoring in Regulated MedTech Contexts},
  year         = {2025},
  publisher    = {Zenodo},
  version      = {v1.3c},
  doi          = {10.5281/zenodo.18097836},
  url          = {https://doi.org/10.5281/zenodo.18097836}
}

More context

Public updates and references are available on LinkedIn.

LinkedIn Back to publications

Last updated: 2025-12-20