Cidem Gentline
Papers
1
Total Citations
29
H-Index
1
About
Cidem Gentline is a pioneering researcher at the intersection of medical education and artificial intelligence, whose work is reshaping how future physicians develop clinical reasoning skills. Her primary research focuses on the design and evaluation of innovative virtual patient (VP) technologies, with a particular emphasis on leveraging large language models (LLMs) and social robotics to enhance diagnostic training. In her landmark 2024 study, Gentline conducted the first qualitative comparison of LLM-powered social robotic VPs versus computer-based VPs within rheumatology, demonstrating that robotic platforms significantly improve interactivity and authenticity in clinical simulations. This work, already garnering 29 citations, has established her as a leading voice in AI-mediated medical pedagogy. Her contributions directly address the critical challenge of optimizing VP design to bridge the gap between simulated and real-world patient encounters. Gentline’s research not only advances educational technology but also provides actionable frameworks for integrating conversational AI into medical curricula, promising to transform how students practice differential diagnosis and patient communication in high-stakes clinical environments.
Research Focus
Key Achievements
Top Papers
- 1