3 papers
cs.HC2026
Can You Spot the Virtual Patient (VP)? Expert Evaluation, Turing Test, Linguistic Analysis, and Semantic Similarity Analysis
Reyhaneh Hosseinpourkhoshkbari, Wei-chen Huang, Suvel Muttreja +1
Communication is a core clinical competency and essential for safe, effective patient care. Virtual patients (VPs) powered by large language models (LLMs) offer a promising alterna…
cs.HC2026
Human-Likeness is Multi-Dimensional: Evaluating LLM Generated Virtual Patients Against Simulated Patient Dialogue
Reyhaneh Hosseinpourkhoshkbari, Wei-Chen Huang, Yile Wang +3
Large language models (LLMs) are increasingly used to generate virtual patients (VPs) for medical training. As these systems move toward broader deployment in medical education, re…
stat.ME2026
Detection of Cognitive Diagnostic Model Misspecification using New Lancaster-Chesher Information Matrix Tests
Richard M. Golden, Reyhaneh Hosseinpourkhoshkbari
Model specification tests play a crucial role in evaluating the appropriateness of probability models for estimation and inference. Existing methods for the detection of model miss…