GROVER LAB

TRANSFORMING MEDICAL EDUCATION THROUGH TECHNOLOGY ENABLED PERFORMANCE

aBOUT US
Grover Lab studies how clinicians learn, practice, and perform. We build and evaluate technology that improves training and assessment. Our work integrates medical education, learning science, simulation, and AI to teach, analyze performance and design usable systems to accelerate improvement. The lab’s home is in gastroenterology and endoscopy education, and our methods generalise across health professions.


Research Areas
The future of Medical education
Our research spans simulation, AI-driven assessment, and data analytics — uncovering insights that shape better healthcare education.

Simulation based learning and assessment
High-fidelity simulation settings to teach and assess clinical and procedural skills

AI and learner interactions
Determining the optimal way to teach and learn in AI-enabled clinical environments.

AI driven learner feedback
Testing ambient AI to provide feedback and performance assessments to learners.
laTEST NEWS
Stay updated with our recent publications, events, and reflections from Dr. Samir Grover and the Grover Lab community.
Latest Insights,Discoveries & Announcements

JULY 2ND, 2024
THE 14TH ANNUAL ENDOSCOPIC SIMULATION COURSE
This year the endoscopic SIM course returned to the Mitchener Insitute.

Lab Head
Dr. Samir C. Grover
Dr. Samir C. Grover is the Executive Vice-President, Academics at Scarborough Health Network and the inaugural Pialis Family Chair in Education at the SHN Research Institute (SHNRI) . With a background in gastroenterology and therapeutic endoscopy, Dr. Grover completed a Master of Education at the University of Toronto in 2009. He developed the University of Toronto Endoscopic Simulation course, which has trained over 300 endoscopic worldwide. He is an internationally recognised educator in endoscopy, and leader in research in technology-enhanced procedural education.
MD, MEd, FRCPC, AGAF, FASGE
Featured Projects
Turning Research Into Real-World Solutions
From AI-powered endoscopy feedback to adaptive learning dashboards, our projects connect innovation with practical impact.
AI-Driven Endoscopy Training
Using artificial intelligence to provide real-time feedback during endoscopic procedures.
Learning Analytics Dashboard
A data visualization platform to monitor learner progress across training programs.
Simulation for Decision-Making
Modeling clinical decision processes using immersive simulations.
Publications
Research that transforms medical education
Understanding Clinical Decision-Making with AI Support — Journal of Medical Education

Publications
Research that transforms medical education
Understanding Clinical Decision-Making with AI Support — Journal of Medical Education







