Moving from in silico to in clinico evaluations of machine learning-based interventions in critical care
Critical Care Medicine
July 1, 2024
Publications
Explore selected publications to gain a deeper understanding of our work.
What is the point of Bayesian analysis?
American Journal of Respiratory and Critical Care Medicine
March 1, 2024
PAIR Center Research Team
Impact of healthcare algorithms on racial and ethnic disparities in health and healthcare
Agency for Healthcare Research and Quality
December 8, 2023
PAIR Center Research Team
Accounting for competing events when evaluating long-term outcomes in survivors of critical illness
American Journal of Respiratory and Critical Care Medicine
December 1, 2023
PAIR Center Research Team
Critical Appraisal for Racial and Ethnic Equity in Clinical Prediction Models extension: Development of a critical appraisal tool extension to assess racial and ethnic equity-related risk of bias for clinical prediction models
Health Equity
November 30, 2023
PAIR Center Research Team
A vignette-based evaluation of ChatGPT’s ability to provide appropriate and equitable medical advice across care contexts
Scientific Reports
October 19, 2023
PAIR Center Research Team
Analysis of devices authorized by the FDA for clinical decision support in critical care
JAMA Internal Medicine
October 9, 2023
PAIR Center Research Team
Win statistics in pulmonary arterial hypertension clinical trials
American Journal of Respiratory and Critical Care Medicine
September 21, 2023
PAIR Center Research Team
Guiding risk adjustment models toward machine learning methods
JAMA
August 11, 2023
PAIR Center Research Team
A data-driven analysis of ward capacity strain metrics that predict clinical outcomes among survivors of acute respiratory failure
Journal of Medical Systems
August 5, 2023
PAIR Center Research Team
Prediction of in-hospital mortality among intensive care unit patients using modified daily Laboratory-based Acute Physiology Score, version 2
Medical Care
August 1, 2023
PAIR Center Research Team
Geographic cohorting by clinical care team: A narrative review
Annals of Palliative Medicine
July 31, 2023
PAIR Center Research Team
Ryan Greysen
A bayesian approach for estimating the survivor average causal effect when outcomes are truncated by death in cluster-randomized trials
American Journal of Epidemiology
June 1, 2023
PAIR Center Research Team
Global, race-neutral reference equations and pulmonary function test interpretation
JAMA Network Open
June 1, 2023
PAIR Center Research Team
Development of a machine learning model to identify colorectal cancer stage in Medicare claims
JCO Clinical Cancer Informatics
May 31, 2023
PAIR Center Research Team
Is low-risk status a surrogate outcome in pulmonary arterial hypertension? An analysis of three randomised trials
The Lancet Respiratory Medicine
May 22, 2023
PAIR Center Research Team
