Drexel University’s College of Computing & Informatics made a strong showing at the AMIA 2025 Annual Symposium last month, led by a full paper presentation from PhD in information science graduate Katherine (Katie) Zellner, ‘25, with CCI Professor and Interim Associate Dean for Research Development Aleksandra Sarcevic, PhD, advancing AI-assisted clinical workflows in trauma resuscitation.
Contributing two posters were Drexel researchers advised by CCI Assistant Professor Rezvaneh (Shadi) Rezapour, PhD: one mapping stigma phenotypes in 1.03 million Reddit posts (presented by Layla Bouzoubaa, PhD candidate, with Elham Aghakhani, PhD student) and another co-authored by Aghakhani and Rezapour on PromptLog, a tool to enhance transparency in LLM-based research.
Rounding out the speakers, Yi Xuan Khoo, information science PhD student advised by CCI Professor and Information Science Department Head Helena Mentis, PhD, delivered a lightning talk at the affiliated WISH @ AMIA symposium on her PhD research: “Supporting AI-Driven Mental Health Application Users’ Privacy Decision.” These works underscore Drexel’s scholarship across clinical informatics, public health informatics and responsible AI.
Full Paper
STop Clock for Automated Tracking (STAT) during Time-Critical Medical Work: Evaluating the Accuracy and Usability of an AI-Driven Automated Stop Clock
Speaker:Katherine Zellner, Drexel University
Authors: Katherine Zellner, Drexel University; Sifan Yuan, Rutgers University; Emily Ernst, Drexel University; Dylan Arkowitz, Children's National Hospital; Aaron Mun, Children's National Hospital; Mary Kim, MD, Children's National Hospital; Ivan Marsic, PhD, Rutgers University; Randall Burd, MD, PhD, Children's National Hospital; Aleksandra Sarcevic, PhD, Drexel University
Posters
Phenotypes of Stigma Expressed by People Who Use Drugs on Reddit
Speaker: Layla Bouzoubaa, Drexel University
Authors: Elham Aghakhani, Drexel University; Rezvaneh Rezapour, PhD, Drexel University
Enhancing Transparency in Large Language Model-Based Research with PromptLog: A Tool for Prompt History Tracking and Reporting
Speaker: Lu Wang, Stevens Institute of Technology
Authors: Ananya Shrivastava, Stevens Institute of Technology; Elham Aghakhani, Drexel University; Rezvaneh Rezapour, PhD, Drexel University; Jina Huh-Yoo, PhD, Stevens Institute of Technology
Lightning Talk
Supporting AI-Driven Mental Health Application Users’ Privacy Decision
Speaker/Author: Yi Xuan Khoo, Drexel University