Yilin Ning

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

2024 · 144 Zit. · The Lancet Digital Health

Retrieval-augmented generation for generative artificial intelligence in health care

2025 · 77 Zit. · npj Health Systems

A translational perspective towards clinical AI fairness

2023 · 68 Zit. · npj Digital Medicine

Explainable artificial intelligence in emergency medicine: an overview

2023 · 48 Zit. · Clinical and Experimental Emergency Medicine

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

2024 · 44 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

A novel interpretable machine learning system to generate clinical risk scores: An application for predicting early mortality or unplanned readmission in a retrospective cohort study

2022 · 30 Zit. · PLOS Digital Health

A scoping review and evidence gap analysis of clinical AI fairness

2025 · 28 Zit. · npj Digital Medicine

Disparities in clinical studies of AI enabled applications from a global perspective

2024 · 23 Zit. · npj Digital Medicine

An ethics assessment tool for artificial intelligence implementation in healthcare: CARE-AI

2024 · 21 Zit. · Nature Medicine

AutoScore-Imbalance: An interpretable machine learning tool for development of clinical scores with rare events data

2022 · 19 Zit. · Journal of Biomedical Informatics

How can artificial intelligence transform the training of medical students and physicians?

2025 · 14 Zit. · The Lancet Digital Health

FAIM: Fairness-aware interpretable modeling for trustworthy machine learning in healthcare

2024 · 14 Zit. · Patterns

AutoScore-Ordinal: an interpretable machine learning framework for generating scoring models for ordinal outcomes

2022 · 11 Zit. · BMC Medical Research Methodology

Generative Artificial Intelligence in Healthcare: Ethical Considerations and Assessment Checklist

2023 · 7 Zit. · arXiv (Cornell University)