Hua, Yining

A Survey of Large Language Models in Medicine: Progress, Application, and Challenge

Zhou, H., Liu, F., Gu, B., Zou, X., Huang, J., Wu, J., Li, Y., Chen, S. S., Zhou, P., Liu, J., et al. (2023) · arXiv

Artificial Intelligence in Healthcare and EducationMachine Learning in Healthcare

Cited by 240

Application of large language models in medicine

Liu, F., Zhou, H., Gu, B., Zou, X., Huang, J., Wu, J., Li, Y., Chen, S. S., Hua, Y., Zhou, P., et al. (2025) · Nature Reviews Bioengineering

Artificial Intelligence in Healthcare and EducationMachine Learning in Healthcare

Cited by 94

Large Language Models in Mental Health Care: A Scoping Review

Hua, Y., Liu, F., Yang, K., Li, Z., Na, H., Sheu, Y.-H., Zhou, P., Moran, L. V., Ananiadou, S., Clifton, D. A., et al. (2025) · Current Treatment Options in Psychiatry

Artificial Intelligence in Healthcare and EducationDigital Mental Health Interventions

Cited by 92

Large Language Models in Mental Health Care: A Systematic Scoping Review (Preprint)

hua, Y., Liu, F., Yang, K., Li, Z., Sheu, Y.-H., Zhou, P., Moran, L. V., Ananiadou, S., Clifton, D. A., & Beam, A. (2024)

Artificial Intelligence in Healthcare and EducationDigital Mental Health Interventions

Cited by 46

Benchmarking Large Language Models on CMExam - A Comprehensive Chinese Medical Exam Dataset

Liu, J., Zhou, P., Hua, Y., Chong, D., Tian, Z., Liu, A., Wang, H., You, C., Guo, Z., Zhu, L., et al. (2023) · arXiv

Artificial Intelligence in Healthcare and EducationTopic Modeling

Cited by 36

Standardizing and Scaffolding Health Care AI-Chatbot Evaluation: Systematic Review

Hua, Y., Xia, W., Bates, D., Hartstein, G. L., Kim, H. T., Li, M., Nelson, B. W., Stromeyer IV, C., King, D., Suh, J., et al. (2025) · JMIR AI

Artificial Intelligence in Healthcare and EducationEthics and Social Impacts of AI

Cited by 30

From statistics to deep learning: Using large language models in psychiatric research

Hua, Y., Beam, A., Chibnik, L. B., & Torous, J. (2025) · International Journal of Methods in Psychiatric Research

Artificial Intelligence in Healthcare and EducationEthics and Social Impacts of AI

Cited by 8

Identification of an ANCA-associated vasculitis cohort using deep learning and electronic health records

Wang, L., Novoa-Laurentiev, J., Cook, C., Srivatsan, S., Hua, Y., Yang, J., Miloslavsky, E., Choi, H. K., Zhou, L., & Wallace, Z. S. (2025) · International Journal of Medical Informatics

Machine Learning in HealthcareVasculitis and related conditions

Cited by 5