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Filtering by: Keyword Antibiotic Stewardship Keyword Electronic Health Records Keyword MIMIC Resource type Dissertation Subject Bioinformatics Subject Icelandic & Scandinavian literature

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1. Modeling Bacterial Infection Risk for Data-Driven Antibiotic De-Escalation in Critically Ill Adults

Description:: Bacterial infections (BI) are a frequent, expensive, and life-threatening condition for critically ill patients. For patients with serious BI, minimizing the time between admission to the intensive care unit (ICU) and administration of appropriate antibiotic therapy is crucial to improve prognosis. However, the current gold-standard for identifying the appropriate antimicrobials...
Keyword:: MIMIC, Antibiotic Stewardship, Clinical Prediction, Critical Care, Machine Learning, and Electronic Health Records
Subject:: Icelandic & Scandinavian literature and Bioinformatics
Creator:: Eickelberg, Garrett
Owner:: Scholarly Digital Publishing
Language:: en
Date Uploaded:: 08/23/2023
Date Created:: 2023-01-01
Resource Type:: Dissertation
Alternate Identifier:: etdadmin_upload_999752 and http://dissertations.umi.com/northwestern:16645

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1. Modeling Bacterial Infection Risk for Data-Driven Antibiotic De-Escalation in Critically Ill Adults