cengizozel / sophie-feedback

Modularized feedback for SOPHIE (Standardized Online Patient for Healthcare Interaction Education)

SOPHIE Feedback Page

Modularized Feedback System for SOPHIE (Standardized Online Patient for Healthcare Interaction Education)

Overview: SOPHIE Feedback is an integral component of the SOPHIE project, designed to enhance medical education. The SOPHIE project utilizes large language models and high-fidelity human avatars, aiming to train medical students in sensitive areas such as end-of-life conversations.

Current Version: For an overview of the most recent version of the SOPHIE project, please visit: SOPHIE Project - ROC-HCI.

Functionality: The SOPHIE Feedback system is a specialized component of the SOPHIE project, focusing on the post-processing and delivery of feedback:

• Preprocessing Phases:

  • Simulation and Training: Users interact with an AI-driven bot, simulating end-of-life conversations. This realistic practice is essential for developing the skills needed in delicate medical scenarios.
  • Skill Assessment and Feedback: Each sentence spoken by the user is analyzed and tagged with relevant communication skills. This analysis serves as the basis for feedback.

• Feedback Delivery: Once the preprocessing phases are complete, the SOPHIE Feedback system takes over to efficiently deliver the results:

  1. Interactive Flask Webpage: This output provides an interactive overview of the user's performance, highlighting areas of strength and those needing improvement.
  2. Detailed PDF Report: The system generates a comprehensive PDF report detailing the user's conversational skills, with specific feedback tailored to their performance.

The SOPHIE project is a research initiative developed within the University of Rochester's ROC-HCI Lab.