Supporting Risk Management for Medical Devices via the Riskman Ontology and Shapes (Preprint)

Piotr Gorczyca, Dörthe Arndt, Martin Diller, Jochen Hampe, Georg Heidenreich +5 more
5/16/2024
cs.AIcs.CY

No confident code implementation found for this paper.

Abstract

We propose the Riskman ontology and shapes for representing and analysing information about risk management for medical devices. Risk management is concerned with taking necessary precautions to ensure that a medical device does not cause harms for users or the environment. To date, risk management documentation is submitted to notified bodies (for certification) in the form of semi-structured natural language text. We propose to use terms from the Riskman ontology to provide a formal, logical underpinning for risk management documentation, and to use the included SHACL constraints to check whether the provided data is in accordance with the requirements of the two relevant norms, i.e. ISO 14971 and VDE Spec 90025.

View on arXivView PDF

Code Implementations

No confident code match yet

We couldn't find an author-owned or strongly-evidenced community implementation for this paper. Any repos shown below are weak matches — verify before relying on them.

No code implementations found yet.

Know of an implementation? Let us know in the comments below!

Similar Papers

Cite this paper

@article{gorczyca2024supporting,
  title  = {Supporting Risk Management for Medical Devices via the Riskman Ontology and Shapes (Preprint)},
  author = {Piotr Gorczyca and Dörthe Arndt and Martin Diller and Jochen Hampe and Georg Heidenreich and Pascal Kettmann and Markus Krötzsch and Stephan Mennicke and Sebastian Rudolph and Hannes Strass},
  year   = {2024},
  eprint = {2405.09875},
  archivePrefix = {arXiv},
  url    = {http://arxiv.org/abs/2405.09875v3}
}

Add a badge to your README

Shows whether official code is linked for this paper.

Code of Paper badge
[![Code of Paper](https://codeofpaper.com/badge/2405.09875.svg)](https://codeofpaper.com/paper/2405.09875)

Discussion