Multi-modal pediatric critical care datamart for extracorporeal support prediction and decision support
This platform provides a scalable foundation for predictive modeling across pediatric critical care, beyond ECMO, to support precision decision-making and outcomes research.
Authors
- Miranda Edmunds
- Julius Sagel
- Philip P. R. Payne
- Inez Y. Oh (ORCID: https://orcid.org/0000-0002-0780-8710)
- Ahmed S. Said (ORCID: https://orcid.org/0000-0002-1215-2664)
- Aditi Gupta (ORCID: https://orcid.org/0000-0002-1807-8266)
- Yuyao Zhuge
- Levi Kaster
Institutions
- Washington University in St. Louis (US)
Publication Details
- Journal
- JAMIA Open
- Published
- 2026-01-06
- DOI
- https://doi.org/10.1093/jamiaopen/ooag011
- Primary Topic
- Sepsis Diagnosis and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Washington University in St. Louis
- Children's Discovery Institute
- National Institutes of Health
- National Center for Advancing Translational Sciences