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Related papers: Designing VR Simulation System for Clinical Commun…

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Simulations constitute a fundamental component of medical and nursing education and traditionally employ standardized patients (SP) and high-fidelity manikins to develop clinical reasoning and communication skills. However, these methods…

Human-Computer Interaction · Computer Science 2025-10-23 Akilan Amithasagaran , Sagnik Dakshit , Bhavani Suryadevara , Lindsey Stockton

While virtual reality (VR) excels at simulating physical environments, its effectiveness for training complex interpersonal skills is limited by a lack of psychologically plausible virtual humans. This gap is particularly critical in…

Virtual reality (VR) and interactive 3D visualization systems have enhanced educational experiences and environments, particularly in complicated subjects such as anatomy education. VR-based systems surpass the potential limitations of…

Effective communication training is essential to preparing nurses for high-quality patient care. While standardized patient (SP) simulations provide valuable experiential learning, they are often costly and inflexible. Virtual patient (VP)…

Computation and Language · Computer Science 2025-06-03 Keyeun Lee , Seolhee Lee , Esther Hehsun Kim , Yena Ko , Jinsu Eun , Dahee Kim , Hyewon Cho , Haiyi Zhu , Robert E. Kraut , Eunyoung Suh , Eun-mee Kim , Hajin Lim

Training medical personnel using standardized patients (SPs) remains a complex challenge, requiring extensive domain expertise and role-specific practice. Previous research on Large Language Model (LLM)-based SPs mostly focuses on improving…

Computation and Language · Computer Science 2025-06-10 Zhuoyun Du , Lujie Zheng , Renjun Hu , Yuyang Xu , Xiawei Li , Ying Sun , Wei Chen , Jian Wu , Haolei Cai , Haohao Ying

Effective communication is a crucial skill for healthcare providers since it leads to better patient health, satisfaction and avoids malpractice claims. In standard medical education, students' communication skills are trained with…

Human-Computer Interaction · Computer Science 2021-04-05 Edoardo Battegazzorre , Andrea Bottino , Fabrizio Lamberti

Interprofessional education has long relied on case studies and the use of standardized patients to support teamwork, communication, and related collaborative competencies among healthcare professionals. However, traditional approaches are…

Emerging Technologies · Computer Science 2026-02-13 Ruijie Wang , Jie Lu , Bo Pei , Evonne Jones , Jamey Brinson , Timothy Brown

Training mental health clinicians to conduct standardized clinical assessments is challenging due to a lack of scalable, realistic practice opportunities, which can impact data quality in clinical trials. To address this gap, we introduce a…

Human-Computer Interaction · Computer Science 2025-12-30 Veronica Bossio Botero , Vijay Yadav , Jacob Ouyang , Anzar Abbas , Michelle Worthington

Simulated Patients (SPs) play a crucial role in clinical medical education by providing realistic scenarios for student practice. However, the high cost of training and hiring qualified SPs, along with the heavy workload and potential risks…

Computation and Language · Computer Science 2024-04-26 Yanzeng Li , Cheng Zeng , Jialun Zhong , Ruoyu Zhang , Minhao Zhang , Lei Zou

In virtual reality (VR) educational scenarios, Pedagogical agents (PAs) enhance immersive learning through realistic appearances and interactive behaviors. However, most existing PAs rely on static speech and simple gestures. This…

Human-Computer Interaction · Computer Science 2026-03-11 Ninghao Wan , Jiarun Song , Fuzheng Yang

Due to privacy concerns, open dialogue datasets for mental health are primarily generated through human or AI synthesis methods. However, the inherent implicit nature of psychological processes, particularly those of clients, poses…

Human-Computer Interaction · Computer Science 2025-11-18 Lixiu Wu , Yuanrong Tang , Qisen Pan , Xianyang Zhan , Yucheng Han , Lanxi Xiao , Tianhong Wang , Chen Zhong , Jiangtao Gong

Objective Structured Clinical Examinations (OSCEs) are essential for medical training, but they require significant resources, including professional actors and expert medical feedback. Although Large Language Models (LLMs) have introduced…

Human-Computer Interaction · Computer Science 2025-08-20 Henrik Voigt , Yurina Sugamiya , Kai Lawonn , Sina Zarrieß , Atsuo Takanishi

Many people struggle with learning a new language, with traditional tools falling short in providing contextualized learning tailored to each learner's needs. The recent development of large language models (LLMs) and embodied…

Human-Computer Interaction · Computer Science 2024-10-04 Mengxu Pan , Alexandra Kitson , Hongyu Wan , Mirjana Prpa

Background: Simulated patient systems are important in medical education and research, providing safe, integrative training environments and supporting clinical decision making. Advances in artificial intelligence (AI), especially large…

Background: We present a Patient Simulator that leverages real world patient encounters which cover a broad range of conditions and symptoms to provide synthetic test subjects for development and testing of healthcare agentic models. The…

Computation and Language · Computer Science 2025-06-05 Sina Rashidian , Nan Li , Jonathan Amar , Jong Ha Lee , Sam Pugh , Eric Yang , Geoff Masterson , Myoung Cha , Yugang Jia , Akhil Vaid

Young people's mental well-being is a global concern, with peer support playing a key role in daily emotional regulation. Conversational agents are increasingly viewed as promising tools for delivering accessible, personalised peer support,…

Human-Computer Interaction · Computer Science 2025-12-01 Ruoyu Wen , Xiaoli Wu , Kunal Gupta , Simon Hoermann , Mark Billinghurst , Alaeddin Nassani , Dwain Allan , Thammathip Piumsomboon

Virtual Teaching Assistants (VTAs) powered by Large Language Models (LLMs) have the potential to enhance student learning by providing instant feedback and facilitating multi-turn interactions. However, empirical studies on their…

Computers and Society · Computer Science 2025-06-24 Sunjun Kweon , Sooyohn Nam , Hyunseung Lim , Hwajung Hong , Edward Choi

The advent of immersive Virtual Reality applications has transformed various domains, yet their integration with advanced artificial intelligence technologies like Visual Language Models remains underexplored. This study introduces a…

Robotics · Computer Science 2024-08-06 Mikhail Konenkov , Artem Lykov , Daria Trinitatova , Dzmitry Tsetserukou

Virtual Reality (VR) systems collect fine-grained behavioral and biometric data, yet privacy policies are rarely read or understood due to their complex language, length, and poor integration into users' interaction workflows. To lower the…

Human-Computer Interaction · Computer Science 2026-03-03 Vincent Freiberger , Moritz Dresch , Florian Alt , Arthur Fleig , Viktorija Paneva

Effective patient communication is pivotal in healthcare, yet traditional medical training often lacks exposure to diverse, challenging interpersonal dynamics. To bridge this gap, this study proposes the use of Large Language Models (LLMs)…

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