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Drexel CCI Highlights at Healthcare Informatics Symposium AMIA 2025

AMIA attendees
CCI Professor and Information Science Department Head Helena Mentis, PhD (left) with CCI PhD candidates Layla Bouzoubaa (center) and Mary Lucas (right).

91制片厂’s College of Computing & Informatics made a strong showing at the 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 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, 91制片厂

Authors: Katherine Zellner, 91制片厂; Sifan Yuan, Rutgers University; Emily Ernst, 91制片厂; 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, 91制片厂 

Posters

Poster presenters Bouzoubaa and Wang
Drexel CCI PhD candidate Layla Bouzoubaa with fellow poster presenter Lu Wang.

Phenotypes of Stigma Expressed by People Who Use Drugs on Reddit

Speaker: Layla Bouzoubaa, 91制片厂

Authors: Elham Aghakhani, 91制片厂; Rezvaneh Rezapour, PhD, 91制片厂

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, 91制片厂; Rezvaneh Rezapour, PhD, 91制片厂; Jina Huh-Yoo, PhD, Stevens Institute of Technology

Lightning Talk

Yi Xuan Khoo
Drexel CCI PhD candidate Yi Xuan (Wendy) Khoo.

Supporting AI-Driven Mental Health Application Users’ Privacy Decision

Speaker/Author: Yi Xuan Khoo, 91制片厂

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