Nan Liu

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

2023 · 328 Zit. · Health care science

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

2025 · 301 Zit. · BMJ

Ethical and regulatory challenges of large language models in medicine

2024 · 256 Zit. · The Lancet Digital Health

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

2024 · 157 Zit. · Cell Reports Medicine

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

2024 · 148 Zit. · The Lancet Digital Health

AutoScore: A Machine Learning–Based Automatic Clinical Score Generator and Its Application to Mortality Prediction Using Electronic Health Records

2020 · 142 Zit. · JMIR Medical Informatics

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

2022 · 106 Zit. · Nature Medicine

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

2025 · 86 Zit. · npj Digital Medicine

Retrieval-augmented generation for generative artificial intelligence in health care

2025 · 78 Zit. · npj Health Systems

A translational perspective towards clinical AI fairness

2023 · 69 Zit. · npj Digital Medicine

Development and Assessment of an Interpretable Machine Learning Triage Tool for Estimating Mortality After Emergency Admissions

2021 · 67 Zit. · JAMA Network Open

Medical Ethics of Large Language Models in Medicine

2024 · 50 Zit. · NEJM AI

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

2024 · 45 Zit. · Journal of Medical Internet Research

AI and machine learning in resuscitation: Ongoing research, new concepts, and key challenges

2023 · 39 Zit. · Resuscitation Plus

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

2021 · 39 Zit. · International Journal of Environmental Research and Public Health