Federation, not centralization: a new paradigm for electronic health record–based critical care research
Year: 2026
Type: article
Abstract: Patrick G Lyons, MD, MSc, Kevin G Buell, MBBS, MS, Kathryn A Connell, PhD, RN, CCRN, Matthew A Christensen, MD, Chad H Hochberg, MD MHS, Snigdha Jain, MD,
Institutions: Oregon Health & Science University, Rush University, Philadelphia VA Medical Center, Leonard Davis Institute of Health Economics, University of Pennsylvania, Intermountain Medical Center, Johns Hopkins University, Yale University, University of Chicago, University of California, San Francisco, Emory University, University of Michigan, Michigan Medicine, University of Minnesota, Northwestern University
Language: English
Subfield: Health Information Management
Field: Health Professions
Domain: Health Sciences
Open Access status: green
Funders: Greenwall Foundation, Francis Family Foundation, National Institutes of Health, Yale School of Medicine, National Institute on Aging, National Heart, Lung, and Blood Institute, National Institute on Drug Abuse, National Cancer Institute, National Institute of General Medical Sciences, U.S. National Library of Medicine
Awards: Mending a Broken Heart Allocation System with Machine Learning, Socioeconomic Disadvantage and Disability Following Critical Illness Among Older Persons: The Role of Rehabilitation, G742067486, G748419018, Data Driven Strategies for Substance Misuse Identification in Hospitalized Patients, Improving the efficiency and equity of critical care allocation during a crisis with place-based disadvantage indices, Machine learning to predict cure in severe pneumonia episodes, Research training in respiratory biology, Identifying Areas to Improve ICU Outcomes through Provider Variation, SPOT-IT: Sepsis Prediction in Oncology Through Implementation Science and Technology, Multidisciplinary Training Program in Lung Disease, Sustainable Implementation of Prone Positioning for the Acute Respiratory Distress Syndrome, Claude D. Pepper Older Americans Independence Center at Yale, Multidisciplinary Training Program in Lung Disease, Identification of Precision Sepsis Subphenotypes Using Vital Sign Trajectories
OpenAlex ID: W7125513670