Abstract
With the rapid development of medical information technology, the application of big data in medical research is increasingly widespread. The MimicIV database, as an open resource containing extensive clinical information on Intensive Care Unit (ICU) patients, provides valuable data support for researchers. Continuous Renal Replacement Therapy (CRRT), as an effective renal support technique, plays a crucial role in the treatment of critically ill patients. This paper aims to explore how to utilize the information in the MimicIV database, combined with CRRT technology, to optimize treatment strategies for critically ill patients. By analyzing clinical data from the MimicIV database, this paper proposes a series of CRRT-based treatment strategies intended to enhance treatment effectiveness, reduce complications, and improve patient outcomes.
Published Version
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