Evidence map›Paper›PMID 42832774›Full record

ArticleJMIR research protocols2026

CYMEDSEC Cybersecurity Performance in Remote Patient Monitoring Systems in a Live Hospital Setting: Protocol for an Observational Study.

Michela Falcone, Francesco Giuliani, Stephen Gilbert, Oscar Freyer, Francesco Ricciardi

Abstract read
In one paragraph

Article in JMIR research protocols, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Michela FalconeInnovation and Artificial Intelligence Unit, Fondazione IRCCS Casa Sollievo della Sofferenza, Viale Cappuccini, San Giovanni Rotondo, Apulia, 71013, Italy.ORCID http://orcid.org/0009-0007-5575-9865
Francesco GiulianiInnovation and Artificial Intelligence Unit, Fondazione IRCCS Casa Sollievo della Sofferenza, Viale Cappuccini, San Giovanni Rotondo, Apulia, 71013, Italy.ORCID http://orcid.org/0000-0002-5707-2158
Stephen GilbertElse Kröner Fresenius Center for Digital Health, Technische Universität Dresden, Dresden, Saxony, Germany.ORCID http://orcid.org/0000-0002-1997-1689
Oscar FreyerElse Kröner Fresenius Center for Digital Health, Technische Universität Dresden, Dresden, Saxony, Germany.ORCID http://orcid.org/0000-0003-3323-2492
Francesco RicciardiInnovation and Artificial Intelligence Unit, Fondazione IRCCS Casa Sollievo della Sofferenza, Viale Cappuccini, San Giovanni Rotondo, Apulia, 71013, Italy.ORCID http://orcid.org/0000-0003-0068-9912

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Remote patient monitoring (RPM) systems based on the Internet of Medical Things (IoMT) technologies are increasingly integrated into chronic disease management and telemedicine pathways. Despite their widespread adoption, cybersecurity performance, system resilience, and user behavior in real-world clinical environments remain underexplored. Existing evidence is fragmented, often limited to laboratory simulations or vendor-driven assessments, leaving a critical gap in understanding how cybersecurity risks across the full life cycle of RPM systems deployed in health care settings. Objective: This study aims to systematically analyze the cybersecurity posture, system resilience, and user behavior across the full life cycle of IoMT-enabled RPM systems in a real-world hospital and home-care environment. The study aims to generate empirical evidence on how technical safeguards, operational workflows, and human factors influence cybersecurity risks during procurement, integration, deployment, routine use, and decommissioning of these platforms. Methods: This observational study will analyze 2 independent RPM systems used for chronic disease monitoring in a real-world hospital setting. The assessment framework includes (1) system-log analytics to evaluate authentication events, device connectivity, update and patch management, and anomalous behaviors; (2) a controlled phishing simulation targeting health care professionals to assess susceptibility and response patterns; (3) an evaluation of update management processes and vendor-hospital interactions; (4) measurement of cybersecurity awareness and practices among patients and health care professionals using validated instruments; and (5) mapping of vulnerabilities across all life cycle phases, from procurement to decommissioning. Although the study includes cybersecurity training, preassessments/postassessments, and controlled phishing and update-management scenarios, these activities are part of the observational framework and are not designed as experimental interventions that have an impact on the clinical aspects of patient care. Quantitative data will be analyzed using descriptive and inferential statistics, while qualitative insights from operational workflows will be integrated to contextualize system performance. Ethical approval has been obtained from the institutional ethics committee. Results: The CYMEDSEC (enhanced cybersecurity for networked medical devices through optimization of guidelines, standards, risk management, and security by design) project received funding from the European Union's Horizon Europe program (grant 101094218) and started on November 1, 2024. Ethical approval was obtained on December 18, 2025, and institutional authorization on January 29, 2026. Patient enrollment is scheduled to begin on April 1, 2026. At the time of paper submission, no patients were recruited. Data analysis will begin after completion of patient involvement, with results expected before the project end date in October 2027. Conclusions: This study will provide real-world evidence on the cybersecurity performance of IoMT-enabled RPM systems, capturing the interplay among technical safeguards, operational processes, and human factors. Findings are expected to support the development of security-by-design approaches, inform procurement and regulatory frameworks, and guide the safe integration of connected medical devices into routine care within the framework of the CYMEDSEC research project.

Indexed as

Computer SecurityInternet of ThingsRemote Patient MonitoringDigital HealthHospitalsHumansObservational Studies as TopicTelemedicineconnected medical devicescybersecuritycybersecurity-by-designInternet of Medical Thingsremote patient monitoringuser behavior

Identifiers

PMID42832774
PMCPMC13638068

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.