Zhou, Peilin

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

Is ChatGPT a Good Recommender? A Preliminary Study

Liu, J., Liu, C., Zhou, P., Lv, R., Zhou, K., & Zhang, Y. (2023) · arXiv

Recommender Systems and TechniquesInformation Retrieval and Search Behavior

Cited by 60

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

DTRec: Learning Dynamic Reasoning Trajectories for Sequential Recommendation

Shao, Y., Zhou, P., Wang, S., Zhang, W., Cai, X., & Kim, S. (2025) · arXiv

Recommender Systems and TechniquesInformation Retrieval and Search Behavior

Cited by 0

BrowseComp-ZH: Benchmarking Web Browsing Ability of Large Language Models in Chinese

Zhou, P., Leon, B., Ying, X., Zhang, C., Shao, Y., Ye, Q., Chong, D., Jin, Z., Xie, C., Cao, M., et al. (2025) · arXiv

Information Retrieval and Search BehaviorTopic Modeling

Cited by 0

DTRec: Learning Dynamic Reasoning Trajectories for Sequential Recommendation

Shao, Y., Zhou, P., Wang, S., Zhang, W., Kim, S., & Cai, X. (2026) · Proceedings of the ACM Web Conference 2026

Recommender Systems and TechniquesInformation Retrieval and Search Behavior

Cited by 0