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Development of a machine learning model to predict intraoperative transfusion and guide type and screen ordering

Matthew Zapf, Daniel Fabbri, Jennifer Andrews, Gen Li, Robert E. Freundlich, Samer S Al-Droubi, Jonathan P. Wanderer

2023Journal of Clinical Anesthesia13 citationsDOIOpen Access PDF

Topics & Concepts

MedicineConfidence intervalProthrombin timePartial thromboplastin timeSurgeryAnesthesiaPlateletInternal medicineBlood transfusion and managementTrauma, Hemostasis, Coagulopathy, ResuscitationSepsis Diagnosis and Treatment
Development of a machine learning model to predict intraoperative transfusion and guide type and screen ordering | Litcius