Demonstration Paper: Wirelessly Sensing Medication Administration: Cyber-Physical Event Detection and Notification Utilizing Multi-Element Chipless RFID
Xiaofu Ma, Thaddeus Czauski, Taeyoung Yang, Jeffrey H Reed

TL;DR
This paper introduces Multi-Element ChipLess RFID tags for real-time detection of medication administration events, aiming to enhance safety and reduce adverse drug events through cyber-physical monitoring.
Contribution
It presents a novel MECL-RFID technology enabling real-time event signatures for medication safety, improving upon current electronic medical record systems.
Findings
Prototype MECL-RFID demonstrates event detection capability.
System can notify clinicians in real-time about medication events.
Potential to reduce adverse drug events in clinical settings.
Abstract
Medication administration is one pathway by which Adverse Drug Events (ADE) can occur. While Electronic Medical Administration Record (eMAR) systems help reduce the number of ADEs, current eMAR implementations suffer from workarounds that defeat safety and verification mechanisms meant to limit the number of potential ADEs that occur during medication administration. In this paper, we introduce Multi-Element ChipLess (MECL) RFID tags which enable real-time event notifications through event signatures. Event signatures correspond to the physical configuration of different RFID elements in a chipless RFID tag. Augmenting physical objects, such as a pill container, with MECL-RFID can allow caregivers to detect the moment a particular pill container is opened or closed. We present the fundamentals behind real-time event detection using MECL-RFID and propose a cyber-physical intervention…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsHealthcare Technology and Patient Monitoring · RFID technology advancements · Electronic Health Records Systems
