Yun Liu

Large language models encode clinical knowledge

2023 · 3.016 Zit. · Nature

How to Read Articles That Use Machine Learning

2019 · 515 Zit. · JAMA

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

2022 · 432 Zit. · arXiv (Cornell University)

Towards Generalist Biomedical AI

2024 · 342 Zit. · NEJM AI

Towards Expert-Level Medical Question Answering with Large Language Models

2023 · 334 Zit. · arXiv (Cornell University)

How to develop machine learning models for healthcare

2019 · 276 Zit. · Nature Materials

Large Language Models Encode Clinical Knowledge

2022 · 258 Zit. · arXiv (Cornell University)

Development and Validation of a Deep Learning Algorithm for Gleason Grading of Prostate Cancer From Biopsy Specimens

2020 · 222 Zit. · JAMA Oncology

Towards accurate differential diagnosis with large language models

2025 · 155 Zit. · Nature

Evaluation of the Use of Combined Artificial Intelligence and Pathologist Assessment to Review and Grade Prostate Biopsies

2020 · 118 Zit. · JAMA Network Open

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

2024 · 70 Zit. · Nature Medicine

Towards Accurate Differential Diagnosis with Large Language Models

2023 · 63 Zit. · arXiv (Cornell University)

Lessons learned from translating AI from development to deployment in healthcare

2023 · 60 Zit. · Nature Medicine

Artificial intelligence for phase recognition in complex laparoscopic cholecystectomy

2022 · 55 Zit. · Surgical Endoscopy

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

2021 · 54 Zit. · The Lancet Digital Health