Matthew M. Churpek

Big Data and Data Science in Critical Care

2018 · 280 Zit. · CHEST Journal

Sharing ICU Patient Data Responsibly Under the Society of Critical Care Medicine/European Society of Intensive Care Medicine Joint Data Science Collaboration: The Amsterdam University Medical Centers Database (AmsterdamUMCdb) Example*

2021 · 242 Zit. · Critical Care Medicine

Use of artificial intelligence in critical care: opportunities and obstacles

2024 · 101 Zit. · Critical Care

Bias and fairness assessment of a natural language processing opioid misuse classifier: detection and mitigation of electronic health record data disadvantages across racial subgroups

2021 · 76 Zit. · Journal of the American Medical Informatics Association

Automating Evaluation of AI Text Generation in Healthcare with a Large Language Model (LLM)-as-a-Judge

2025 · 11 Zit.

Evaluating clinical AI summaries with large language models as judges

2025 · 9 Zit. · npj Digital Medicine

Structural Disparities in Data Science: A Prolegomenon for the Future of Machine Learning

2020 · 7 Zit. · The American Journal of Bioethics

Multicenter Development and Prospective Validation of eCARTv5: A Gradient-Boosted Machine-Learning Early Warning Score

2025 · 4 Zit. · Critical Care Explorations

WITHDRAWN: Prompt Engineering GPT-4 to Answer Patient Inquiries: A Real-Time Implementation in the Electronic Health Record across Provider Clinics

2024 · 3 Zit.

Comparing Deep Learning Approaches for Predicting Clinical Deterioration Using Chest Radiographs (Preprint)

2024 · 0 Zit.

Randomized Trial of an Early, Standardized Nephrology Consult Triggered by a Machine Learning Model

2025 · 0 Zit. · Journal of the American Society of Nephrology

A Scoping Review of Publicly Available Language Tasks in Clinical Natural Language Processing

2021 · 0 Zit. · arXiv (Cornell University)

Deployment of Real-time Natural Language Processing and Deep Learning Clinical Decision Support in the Electronic Health Record: Pipeline Implementation for an Opioid Misuse Screener in Hospitalized Adults (Preprint)

2022 · 0 Zit.

Clinical Implementation of an AI Algorithm for Substance Misuse Screening in Hospitalized Adults

2025 · 0 Zit.

Toward Digital Twins in the Intensive Care Unit: A Medication Management Case Study

2024 · 0 Zit.