In-Hospital Mortality Prediction of Patients Requiring Extracorporeal Membrane Oxygenation Using Composite Lactate Metrics and Weight of Evidence Modeling
omposite lactate metrics and WoE model improved in-hospital mortality prediction in patients requiring ECMO. Prospective studies and external validation are warranted to confirm these findings.
Authors
- Michael D. April (ORCID: https://orcid.org/0000-0001-5621-441X)
- Michal J. Sobieszczyk (ORCID: https://orcid.org/0000-0001-5060-0352)
- Julie A Rizzo (ORCID: https://orcid.org/0000-0002-4066-7331)
- Steven Gremel Schauer (ORCID: https://orcid.org/0000-0002-2322-5216)
- Jason Thomas (ORCID: https://orcid.org/0000-0002-9651-4553)
- Seth Lawson
- Pranav Singh
- Ellynor Herico
- Michael J Morris
- Marla Gutierrez
Institutions
- Brooke Army Medical Center (US)
- Uniformed Services University of the Health Sciences (US)
- Wilford Hall Ambulatory Surgical Center (US)
- 59th Medical Wing (US)
- United States Army Institute of Surgical Research (US)
- Joint Base San Antonio (US)
Publication Details
- Journal
- Journal of the American College of Surgeons
- Published
- 2026-03-03
- DOI
- https://doi.org/10.1097/xcs.0000000000001900
- Primary Topic
- Mechanical Circulatory Support Devices
- Type
- article
- Field-Weighted Citation Impact
- 0.00