Large language models in biomedical and health informatics: A review with bibliometric analysis

H Yu, L Fan, L Li, J Zhou, Z Ma, L **an, W Hua… - Journal of Healthcare …, 2024 - Springer
Large language models (LLMs) have rapidly become important tools in Biomedical and
Health Informatics (BHI), potentially enabling new ways to analyze data, treat patients, and …

Patient-{\Psi}: Using large language models to simulate patients for training mental health professionals

R Wang, S Milani, JC Chiu, J Zhi, SM Eack… - arxiv preprint arxiv …, 2024 - arxiv.org
Mental illness remains one of the most critical public health issues. Despite its importance,
many mental health professionals highlight a disconnect between their training and actual …

Data-centric foundation models in computational healthcare: A survey

Y Zhang, J Gao, Z Tan, L Zhou, K Ding, M Zhou… - arxiv preprint arxiv …, 2024 - arxiv.org
The advent of foundation models (FMs) as an emerging suite of AI techniques has struck a
wave of opportunities in computational healthcare. The interactive nature of these models …

Chain-of-interaction: Enhancing large language models for psychiatric behavior understanding by dyadic contexts

G Han, W Liu, X Huang, B Borsari - arxiv preprint arxiv:2403.13786, 2024 - arxiv.org
Automatic coding patient behaviors is essential to support decision making for
psychotherapists during the motivational interviewing (MI), a collaborative communication …

Psychogat: A novel psychological measurement paradigm through interactive fiction games with llm agents

Q Yang, Z Wang, H Chen, S Wang, Y Pu… - Proceedings of the …, 2024 - aclanthology.org
Psychological measurement is essential for mental health, self-understanding, and personal
development. Traditional methods, such as self-report scales and psychologist interviews …

PATIENT-𝜓: Using Large Language Models to Simulate Patients for Training Mental Health Professionals

R Wang, S Milani, J Chiu, J Zhi, S Eack… - Proceedings of the …, 2024 - aclanthology.org
Mental illness remains one of the most critical public health issues. Despite its importance,
many mental health professionals highlight a disconnect between their training and actual …

Llm agents for psychology: A study on gamified assessments

Q Yang, Z Wang, H Chen, S Wang, Y Pu, X Gao… - arxiv preprint arxiv …, 2024 - arxiv.org
Psychological measurement is essential for mental health, self-understanding, and personal
development. Traditional methods, such as self-report scales and psychologist interviews …

Response Generation for Cognitive Behavioral Therapy with Large Language Models: Comparative Study with Socratic Questioning

K Izumi, H Tanaka, K Shidara, H Adachi… - arxiv preprint arxiv …, 2024 - arxiv.org
Dialogue systems controlled by predefined or rule-based scenarios derived from counseling
techniques, such as cognitive behavioral therapy (CBT), play an important role in mental …

RU at WASSA 2024 Shared Task: Task-Aligned Prompt for Predicting Empathy and Distress

H Kong, S Moon - Proceedings of the 14th Workshop on …, 2024 - aclanthology.org
This paper describes our approach for the WASSA 2024 Shared Task on Empathy Detection
and Emotion Classification and Personality Detection in Interactions at ACL 2024. We …

From Llama to language: prompt-engineering allows general-purpose artificial intelligence to rate narratives like expert psychologists

B Dauphin, C Siefert - Frontiers in Artificial Intelligence, 2025 - frontiersin.org
Introduction Artificial intelligence (AI) has tremendous potential for use in psychology.
Among the many applications that may benefit from development of AI applications is …