Simulation-Based Runtime Anomaly Detection for Nurse Call System Assurance: Reproducibility Package

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Authors: Liu, Yuanyuan (Maxine), Concepcion, David R.
Cited by: 0

Abstract

Reproducibility package for the revised Scientific Reports manuscript. The archive contains two explicitly separated computational pipelines: a primary proxy-data pipeline transforming a fixed NYC 311 snapshot into non-clinical, nurse-call-like service logs, and a supplementary fully synthetic anomaly-injection pipeline. It includes source code, pinned environment specifications, canonical per-seed outputs, supplementary audit checks, and 17 publication figures. No real nurse-call, patient, staffing, or clinical workflow data are used. The software is a research proof of concept and not a medical device.

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
21 July 2026
Language
EN