Nan Liu

Large language models in health care: Development, applications, and challenges

2023 · 299 Zit. · Health care science

Ethical and regulatory challenges of large language models in medicine

2024 · 225 Zit. · The Lancet Digital Health

PROBAST+AI: an updated quality, risk of bias, and applicability assessment tool for prediction models using regression or artificial intelligence methods

2025 · 171 Zit. · BMJ

Federated machine learning in healthcare: A systematic review on clinical applications and technical architecture

2024 · 128 Zit. · Cell Reports Medicine

Generative artificial intelligence and ethical considerations in health care: a scoping review and ethics checklist

2024 · 122 Zit. · The Lancet Digital Health

Steps to avoid overuse and misuse of machine learning in clinical research

2022 · 104 Zit. · Nature Medicine

Evaluation of Machine Learning Methods Developed for Prediction of Diabetes Complications: A Systematic Review

2021 · 75 Zit. · Journal of Diabetes Science and Technology

Retrieval augmented generation for 10 large language models and its generalizability in assessing medical fitness

2025 · 66 Zit. · npj Digital Medicine

A translational perspective towards clinical AI fairness

2023 · 65 Zit. · npj Digital Medicine

Retrieval-augmented generation for generative artificial intelligence in health care

2025 · 57 Zit. · npj Health Systems

Medical Ethics of Large Language Models in Medicine

2024 · 46 Zit. · NEJM AI

Artificial Intelligence Applications for COVID-19 in Intensive Care and Emergency Settings: A Systematic Review

2021 · 37 Zit. · International Journal of Environmental Research and Public Health

Mitigating Cognitive Biases in Clinical Decision-Making Through Multi-Agent Conversations Using Large Language Models: Simulation Study

2024 · 36 Zit. · Journal of Medical Internet Research

Federated and distributed learning applications for electronic health records and structured medical data: a scoping review

2023 · 33 Zit. · Journal of the American Medical Informatics Association

Artificial intelligence and machine learning in prehospital emergency care: A scoping review

2023 · 33 Zit. · iScience