Explore our sister journals here.

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 E, Ting Y, Makmur A, Hallinan J

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

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

  • Ee Chin Teo; 
  • Hsin-Yu Jen; 
  • Eric Fang; 
  • Yonghan Ting; 
  • Andrew Makmur; 
  • James Hallinan

ABSTRACT

This research letter summarizes the development and deployment of a data analytics dashboard that uses simple rule-based keyword search to streamline pre-MRI safety screening for implantable medical devices, resulting in a 98% reduction in manual screening workload while maintaining strong performance metrics.


 Citation

Please cite as:

Teo EC, Jen HY, Fang E, Ting Y, Makmur A, Hallinan J

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.