Stephen Pfohl

Large language models encode clinical knowledge

2023 · 2.706 Zit. · Nature

Towards Expert-Level Medical Question Answering with Large Language Models

2023 · 332 Zit. · arXiv (Cornell University)

Large Language Models Encode Clinical Knowledge

2022 · 256 Zit. · arXiv (Cornell University)

The value of standards for health datasets in artificial intelligence-based applications

2023 · 235 Zit. · Nature Medicine

Tackling algorithmic bias and promoting transparency in health datasets: the STANDING Together consensus recommendations

2024 · 87 Zit. · The Lancet Digital Health

Tackling bias in AI health datasets through the STANDING Together initiative

2022 · 77 Zit. · Nature Medicine

Evaluation of domain generalization and adaptation on improving model robustness to temporal dataset shift in clinical medicine

2022 · 73 Zit. · Scientific Reports

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

2024 · 64 Zit. · Nature Medicine

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

2024 · 27 Zit. · EClinicalMedicine

CANAIRI: the Collaboration for Translational Artificial Intelligence Trials in healthcare

2025 · 18 Zit. · Nature Medicine

An intentional approach to managing bias in general purpose embedding models

2024 · 17 Zit. · The Lancet Digital Health

Tackling Algorithmic Bias and Promoting Transparency in Health Datasets: The STANDING Together Consensus Recommendations

2024 · 12 Zit. · NEJM AI

Evaluation of Domain Generalization and Adaptation on Improving Model Robustness to Temporal Dataset Shift in Clinical Medicine

2021 · 10 Zit.

Improving the Fairness of Chest X-ray Classifiers

2022 · 10 Zit. · arXiv (Cornell University)

Counterfactual Reasoning for Fair Clinical Risk Prediction

2019 · 10 Zit. · arXiv (Cornell University)