Brett K. Beaulieu‐Jones

Minimum information about clinical artificial intelligence modeling: the MI-CLAIM checklist

2020 · 554 Zit. · Nature Medicine

Privacy-Preserving Generative Deep Neural Networks Support Clinical Data Sharing

2019 · 334 Zit. · Circulation Cardiovascular Quality and Outcomes

Machine learning for patient risk stratification: standing on, or looking over, the shoulders of clinicians?

2021 · 155 Zit. · npj Digital Medicine

Privacy-preserving generative deep neural networks support clinical data sharing

2017 · 89 Zit. · bioRxiv (Cold Spring Harbor Laboratory)

Trends and Focus of Machine Learning Applications for Health Research

2019 · 69 Zit. · JAMA Network Open

Validation of an internationally derived patient severity phenotype to support COVID-19 analytics from electronic health record data

2021 · 52 Zit. · Journal of the American Medical Informatics Association

Privacy-Preserving Distributed Deep Learning for Clinical Data

2018 · 28 Zit. · arXiv (Cornell University)

The MI-CLAIM-GEN checklist for generative artificial intelligence in health

2025 · 14 Zit. · Nature Medicine

Advancing Healthcare AI Governance: A Comprehensive Maturity Model Based on Systematic Review

2024 · 8 Zit. · medRxiv

Synthetic data distillation enables the extraction of clinical information at scale

2025 · 3 Zit. · npj Digital Medicine

Diagnostic Codes in AI Prediction Models and Label Leakage of Same-Admission Clinical Outcomes

2025 · 1 Zit. · JAMA Network Open

Session Introduction: AI and Machine Learning in Clinical Medicine Bridging or Separating Model Intelligence and Human Expertise

2025 · 0 Zit.

The Moment AI Arrived in the Clinic: Insights from the SAIL 2025 Year in Review

2025 · 0 Zit. · NEJM AI

What Every Reader Should Know About Studies Using Electronic Health Record Data but May Be Afraid to Ask (Preprint)

2020 · 0 Zit.

Computational challenges arising in algorithmic fairness and health equity with generative AI

2025 · 0 Zit. · Nature Computational Science