Liu, Feng

Limitations of large language models in clinical problem-solving arising from inflexible reasoning

Kim, J., Podlasek, A., Shidara, K., Liu, F., Alaa, A., & Bernardo, D. (2025) · Scientific Reports

Artificial Intelligence in Healthcare and EducationClinical Reasoning and Diagnostic Skills

Cited by 78

Large language multimodal models for new-onset type 2 diabetes prediction using five-year cohort electronic health records

Ding, J.-E., Thao, P. N. M., Peng, W.-C., Wang, J.-Z., Chug, C.-C., Hsieh, M.-C., Tseng, Y.-C., Chen, L., Luo, D., Wu, C., et al. (2024) · Scientific Reports

Machine Learning in HealthcareArtificial Intelligence in Healthcare

Cited by 36

No black boxes: Interpretable and interactable predictive healthcare with knowledge-enhanced agentic causal discovery

Han, X., Hu, P., Lu, C., Ding, J.-E., Liu, F., & Ning, Y. (2025) · Findings of the Association for Computational Linguistics: EMNLP 2025

Machine Learning in HealthcareExplainable Artificial Intelligence (XAI)

Cited by 2