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This proof of concept study demonstrates the potential for machine learning models to augment clinical decision making for patients undergoing VA-ECMO. Further development with multi-institutional data is warranted.
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Intraoperative Red Blood Cell Transfusion Decision-making: A Systematic Review of Guidelines
This review has identified several clinical practice guidelines providing recommendations for intraoperative transfusion. The existing guidelines were noted to be highly variable in their recommendations and to lack a sufficient evidence base from the intraoperative setting. This represents a major knowledge gap in the literature.
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Managing the Coagulopathy Associated with Cardiopulmonary Bypass.
While challenging, the effective management of CPB‐associated coagulopathy can significantly improve patient outcomes.
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