FRIENDS GUI: A Graphical User Interface for Data Collection and Visualization of Vaping Behavior from a Passive

Shehan Irteza Pranto1, Brett Fassler1, Md Rafi Islam1

  • 1Graduate Research Assistant, Department of Electrical and Computer Engineering, The University of Alabama, Tuscaloosa, AL 35487, United States of America.

Journal of Open Research Software
|May 15, 2026
PubMed
Summary

A new open-source tool, FRIENDS GUI, analyzes Electronic Nicotine Delivery Systems (ENDS) usage patterns. This flexible device accurately records puffing behavior, aiding toxicant exposure assessment and regulatory insights.

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