Classification of postoperative fever patients in the intensive care unit following intra-abdominal surgery: a machine learning-based cluster analysis using the Medical Information Mart for Intensive Care (MIMIC)-IV database, developed in the United States

Classification of postoperative fever patients in the intensive care unit following intra-abdominal surgery: a machine learning-based cluster analysis using the Medical Information Mart for Intensive Care (MIMIC)-IV database, developed in the United States

Background Postoperative fever is common. However, it can sometimes indicate severe complications such as sepsis or pneumonia. Intensive care unit (ICU) patients who have undergone abdominal surgery have a higher risk of postoperative fever due the physical severity of this type of surgery. Neverthe...

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Bibliographic Details
Main Authors: Sang Mok Lee, Hongjin Shim
Format: Article
Language:English
Published: Korean Society of Critical Care Medicine 2025-05-01
Series:Acute and Critical Care
Subjects:
cluster analysis
critical care
fever
postoperative care
surgery
Online Access:http://accjournal.org/upload/pdf/acc-004464.pdf
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http://accjournal.org/upload/pdf/acc-004464.pdf

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