Lung Injury Prediction Model in Bone Marrow Transplantation: A Multicenter Cohort Study.
Svetlana HerasevichPhillip J SchulteWilliam J HoganHassan AlkhateebZhenmei ZhangBradley A WhiteNandita KheraVivek RoyOgnjen GajicHemang YadavPublished in: American journal of respiratory and critical care medicine (2023)
A novel prediction model incorporating data elements from the pre-transplant, post-transplant and early in-hospital domains can reliably predict development of post-HCT acute respiratory failure.
Keyphrases
- respiratory failure
- bone marrow
- extracorporeal membrane oxygenation
- mechanical ventilation
- mesenchymal stem cells
- electronic health record
- healthcare
- acute respiratory distress syndrome
- big data
- acute care
- cell therapy
- adverse drug
- stem cells
- intensive care unit
- emergency department
- clinical trial
- machine learning
- liver failure
- signaling pathway