Development of a machine learning-based prediction model for serious bacterial infections in febrile young infants

Development of a machine learning-based prediction model for serious bacterial infections in febrile young infants

Background To develop and validate machine learning (ML)-based models to predict serious bacterial infections (SBIs) in febrile infants aged ≤90 days.Methods This retrospective study analysed data from febrile infants (≥38.0℃) aged ≤90 days. The development dataset comprised data from patients who v...

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Main Authors: Jina Lee, Jong Seung Lee, Seak Hee Oh, Jun Sung Park, Reenar Yoo, Soo-young Lim, Dahyun Kim, Min Kyo Chun, Jeeho Han, Jeong-Yong Lee, Seung Jun Choi
Format: Article
Language:English
Published: BMJ Publishing Group 2025-07-01
Series:BMJ Paediatrics Open
Online Access:https://bmjpaedsopen.bmj.com/content/9/1/e003548.full
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