Personalized Surgical Transfusion Risk Prediction Using Machine Learning to Guide Preoperative Type and Screen Orders

Research article (Anesthesiology, 2022) · cited 45× · AI/ML
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Personalized Surgical Transfusion Risk Prediction Using Machine Learning to Guide Preoperative Type and Screen Orders

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Personalized Surgical Transfusion Risk Prediction Using Machine Learning to Guide Preoperative Type and Screen Orders is a scholarly article[1].

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APA 4ort.xyz Knowledge Graph. (2026). Personalized Surgical Transfusion Risk Prediction Using Machine Learning to Guide Preoperative Type and Screen Orders. Retrieved May 24, 2026, from https://4ort.xyz/entity/personalized-surgical-transfusion-risk-prediction-using-machine-learning-to-guide-preoperative-type-and-screen-orders
MLA “Personalized Surgical Transfusion Risk Prediction Using Machine Learning to Guide Preoperative Type and Screen Orders.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/personalized-surgical-transfusion-risk-prediction-using-machine-learning-to-guide-preoperative-type-and-screen-orders.
BibTeX @misc{4ortxyz_personalized-surgical-transfusion-risk-prediction-using-machine-learning-to-guide-preoperative-type-and-screen-orders_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Personalized Surgical Transfusion Risk Prediction Using Machine Learning to Guide Preoperative Type and Screen Orders}}, year = {2026}, url = {https://4ort.xyz/entity/personalized-surgical-transfusion-risk-prediction-using-machine-learning-to-guide-preoperative-type-and-screen-orders}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Personalized Surgical Transfusion Risk Prediction Using Machine Learning to Guide Preoperative Type and Screen Orders — https://4ort.xyz/entity/personalized-surgical-transfusion-risk-prediction-using-machine-learning-to-guide-preoperative-type-and-screen-orders (retrieved 2026-05-24)

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