Maintenance Notice

Due to necessary scheduled maintenance, the JMIR Publications website will be unavailable from Wednesday, July 01, 2020 at 8:00 PM to 10:00 PM EST. We apologize in advance for any inconvenience this may cause you.

Who will be affected?

Accepted for/Published in: Journal of Medical Internet Research

Date Submitted: Dec 27, 2025
Open Peer Review Period: Dec 29, 2025 - Feb 23, 2026
Date Accepted: Jul 9, 2026
(closed for review but you can still tweet)

The final, peer-reviewed published version of this preprint can be found here:

Data Analytics Dashboard for Pre–Magnetic Resonance Imaging Safety Screening of Implantable Medical Devices

Teo EC, Jen HY, Fang EKM, Ting Y, Makmur A, Hallinan JTPD

Data Analytics Dashboard for Pre–Magnetic Resonance Imaging Safety Screening of Implantable Medical Devices

J Med Internet Res 2026;28:e90391

DOI: 10.2196/90391

PMID: 42777150

Warning: This is an author submission that is not peer-reviewed or edited. Preprints - unless they show as "accepted" - should not be relied on to guide clinical practice or health-related behavior and should not be reported in news media as established information.

A Data Analytics Dashboard for Pre-MRI Safety Screening of Implantable Medical Devices

  • Ee Chin Teo; 
  • Hsin-Yu Jen; 
  • Eric, Kin Meng Fang; 
  • Yonghan Ting; 
  • Andrew Makmur; 
  • James Thomas Patrick Decourcy Hallinan

ABSTRACT

This research letter summarizes the development and deployment of a data analytics dashboard that uses natural language processing to streamline pre-MRI safety screening for implantable medical devices, resulting in a 98% reduction in manual screening workload while maintaining high diagnostic accuracy.


 Citation

Please cite as:

Teo EC, Jen HY, Fang EKM, Ting Y, Makmur A, Hallinan JTPD

Data Analytics Dashboard for Pre–Magnetic Resonance Imaging Safety Screening of Implantable Medical Devices

J Med Internet Res 2026;28:e90391

DOI: 10.2196/90391

PMID: 42777150

Download PDF


Request queued. Please wait while the file is being generated. It may take some time.

© The authors. All rights reserved. This is a privileged document currently under peer-review/community review (or an accepted/rejected manuscript). Authors have provided JMIR Publications with an exclusive license to publish this preprint on it's website for review and ahead-of-print citation purposes only. While the final peer-reviewed paper may be licensed under a cc-by license on publication, at this stage authors and publisher expressively prohibit redistribution of this draft paper other than for review purposes.