Related Experiment Video
Updated: Jan 14, 2026

Introduction of an Integrated Pathology Image Management, Artificial Intelligence, and Reporting System
Published on: July 11, 2025
Using Artificial Intelligence for Identifying Quality Improvement Interventions in Clinical Medical Clerkships: AI
Magdalena Pasarica1, Jeffrey H Plochocki1, Robert D Dvorak2
1College of Medicine, University of Central Florida, 6850 Lake Nona Blvd, OrlandoOrlando, FL 32827 - 7408 USA.
Abstract:
We developed a process for using Artificial Intelligence to identify quality improvement interventions using medical students' feedback on clinical rotations. Artificial Intelligence matched human accuracy in categorizing comments and proposing actionable quality enhancements. This process significantly reduced analysis time, offering a scalable approach to improving educational experiences at clinical sites.
Related Concept Videos
Nursing Interventions II: Selecting and Classifying the Nursing Interventions
Nursing Clinical Information System
A Nursing Clinical Information System (NCIS) is a specialized type of healthcare information system tailored to meet the unique needs of nursing practice. It incorporates the principles of nursing informatics to streamline information management and improve the quality of care delivery.
Critical attributes of NCIS include:
Health Information Technology and Healthcare Information System
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
