Team

Interdisciplinary researchers, clinicians, and student collaborators

AI4ED brings together expertise in emergency medicine, machine learning, informatics, social science, and engineering to build clinically grounded AI tools for emergency department workflows.

Our team is organized into four groups: Project Leads, Researchers, Clinicians, and Students. That structure keeps the work technically rigorous, clinically grounded, and connected to real emergency department needs.

Project Leads

Portrait of Steve Drew

Steve Drew

Assistant Professor

Research FocusLLM applications and federated learning.

Portrait of Jessalyn Kathryn Holodinsky

Jessalyn Kathryn Holodinsky

Assistant Professor

Research FocusImproving emergency care delivery and optimizing resource use in the emergency department through health data, machine learning, and health systems research.

Researchers

Portrait of Jiayu Zhou

Jiayu Zhou

Associate Professor

Research FocusAI and machine learning, especially scalable and interpretable methods for complex healthcare and real-world data.

Portrait of Zack Marshall

Zack Marshall

Associate Professor

Research Focus2SLGBTQ+ health equity, harm reduction, and participatory research.

Portrait of Eddy Lang

Eddy Lang

Department Head, Emergency Medicine

Research FocusKnowledge translation, evidence-based medicine, and health services research.

Portrait of Tracie Risling

Tracie Risling

Associate Dean, Innovation & Research

Research FocusNursing informatics, digital health, co-design, social media, and workforce support.

Portrait of Tyler Williamson

Tyler Williamson

Director, Centre for Health Informatics

Research FocusBiostatistics.

Clinicians

Portrait of Eddy Lang

Eddy Lang

Department Head, Emergency Medicine

Clinical FocusEmergency medicine leadership, knowledge translation, and implementation science.

Braden Teitge

Emergency Medicine Physician

Clinical FocusEmergency medicine and family medicine (CCFP-EM).

Riley Martens

Registered Nurse / Master's Student

Clinical FocusPeer support, young adult cancer survivorship, and social media platforms for peer support in health contexts.

Students

Portrait of Gerry Wu

Gerry Wu

PhD Candidate

Research FocusLLM applications and federated learning.

Portrait of Samuel Wang

Samuel Wang

Master's Student

Research FocusLLM applications.

Portrait of Alexander Burn

Alexander Burn

Master's Student

Research FocusLLM applications.

Sergiu Cociuba

Master's Student

Research FocusMachine learning and bioinformatics.

Portrait of Megan Harmon

Megan Harmon

Data Analyst, Department of Emergency Medicine

Research FocusImproving emergency care delivery and optimizing resource use in the emergency department through health data, machine learning, and health systems research.

Portrait of Hutton Ledingham

Hutton Ledingham

Summer Intern

FocusLLM applications.

Swaleh Zaidi

Summer Intern

FocusLLM applications.

Eldar Ibrahimov

High School Student

FocusWebsite development.