Skip to main content

Title
2021 Stemmler Fund Projects & Recipients

Automated Assessment of Written Chart Notes: Generating Reliable, Timely, and Useful Feedback

This project aims to develop, implement and evaluate new ways to extend the capabilities of ASAG systems using advances in natural language processing and machine learning to rapidly and accurately assess learners’ responses in the patient note.
History styling
history-white-theme-paragraph
headshot of William Bond

William Bond, MD, MPH

Director of Research, Jump Simulation

University of Illinois of Chicago SOM
History styling
history-white-theme-paragraph
headshot of Suma Bhat

Suma Bhat, PhD

Assistant Professor

University of Illinois at Urbana-Champaign
History styling
history-white-theme-paragraph

Download this project's abstract by clicking the link below.

Exploring Validity Evidence for the use of Immersive Virtual Environments for Formative and Summative Assessment Purposes

This project will explore the validity argument and formative value of immersive virtual environment while also demonstrating a process others might use in their own contexts.
History styling
history-white-theme-paragraph
headshot of Walter Tavares

Walter Tavares, PhD

Assessment Scientist and Assistant Professor

University of Toronto
History styling
history-white-theme-paragraph
headshot of Fahad Alam

Fahad Alam, MD

Medical and Research Director

Sunnybrook Canadian Simulation Centre
History styling
history-white-theme-paragraph

Download this project's abstract by clicking the link below.

Bias Reduction in Curricular Content: Using Machine Learning and Artificial Intelligence to Assess Bias in Medical Education

This project will explore the use of machine learning and artificial intelligence as ways to reduce bias in medical education.
History styling
history-white-theme-paragraph
headshot Roberto Montenegro

Roberto Montenegro, MD, PhD

Assistant Professor, Child and Adolescent Psychiatry; Associate Director, Bias Reduction in Curricular Content (BRICC)

Seattle Children’s Hospital Foundation
History styling
history-white-theme-paragraph

Download this project's abstract by clicking the link below.