Real-Time Identification of Look-Alike Medical Vials Using Mixed Reality-Enabled Deep Learning

Real-Time Identification of Look-Alike Medical Vials Using Mixed Reality-Enabled Deep Learning

The accurate identification of look-alike medical vials is essential for patient safety, particularly when similar vials contain different substances, volumes, or concentrations. Traditional methods, such as manual selection or barcode-based identification, are prone to human error or face reliabili...

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Bibliographic Details
Main Authors: Bahar Uddin Mahmud, Guanyue Hong, Virinchi Ravindrakumar Lalwani, Nicholas Brown, Zachary D. Asher
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Future Internet
Subjects:
look-alike vial
real time detection
AI
deep learning
AI in healthcare
object detection
Online Access:https://www.mdpi.com/1999-5903/17/5/223
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