Yun Liu

Large language models encode clinical knowledge

2023 · 2.902 Zit. · Nature

How to Read Articles That Use Machine Learning

2019 · 511 Zit. · JAMA

MONAI: An open-source framework for deep learning in healthcare

2022 · 428 Zit. · arXiv (Cornell University)

Towards Generalist Biomedical AI

2024 · 335 Zit. · NEJM AI

Towards Expert-Level Medical Question Answering with Large Language Models

2023 · 333 Zit. · arXiv (Cornell University)

How to develop machine learning models for healthcare

2019 · 275 Zit. · Nature Materials

Large Language Models Encode Clinical Knowledge

2022 · 258 Zit. · arXiv (Cornell University)

Towards accurate differential diagnosis with large language models

2025 · 144 Zit. · Nature

A toolbox for surfacing health equity harms and biases in large language models

2024 · 66 Zit. · Nature Medicine

Towards Accurate Differential Diagnosis with Large Language Models

2023 · 62 Zit. · arXiv (Cornell University)

Lessons learned from translating AI from development to deployment in healthcare

2023 · 60 Zit. · Nature Medicine

Evaluation of artificial intelligence on a reference standard based on subjective interpretation

2021 · 52 Zit. · The Lancet Digital Health

Using generative AI to investigate medical imagery models and datasets

2024 · 50 Zit. · EBioMedicine

Reply to: Transparency and reproducibility in artificial intelligence

2020 · 30 Zit. · Nature

Health equity assessment of machine learning performance (HEAL): a framework and dermatology AI model case study

2024 · 28 Zit. · EClinicalMedicine