Yossi Matias

Large language models encode clinical knowledge

2023 · 2.854 Zit. · Nature

Towards Expert-Level Medical Question Answering with Large Language Models

2023 · 333 Zit. · arXiv (Cornell University)

Towards Generalist Biomedical AI

2024 · 328 Zit. · NEJM AI

Large Language Models Encode Clinical Knowledge

2022 · 256 Zit. · arXiv (Cornell University)

Towards conversational diagnostic artificial intelligence

2025 · 202 Zit. · Nature

Towards accurate differential diagnosis with large language models

2025 · 139 Zit. · Nature

Towards Conversational Diagnostic AI

2024 · 100 Zit. · arXiv (Cornell University)

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

Using generative AI to investigate medical imagery models and datasets

2024 · 50 Zit. · EBioMedicine

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

2024 · 27 Zit. · EClinicalMedicine

Towards an AI co-scientist

2025 · 27 Zit. · ArXiv.org

MedGemma 1.5 Technical Report

2025 · 21 Zit. · ArXiv.org

An intentional approach to managing bias in general purpose embedding models

2024 · 17 Zit. · The Lancet Digital Health