Developing and validating clinical features-based machine learning algorithms to predict influenza infection in influenza-like illness patients

Background: Seasonal influenza poses a significant risk, and patients can benefit from early diagnosis and treatment. However, underdiagnosis and undertreatment remain widespread. We developed and compared clinical feature-based machine learning (ML) algorithms that can accurately predict influenza...

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Bibliographic Details

Published in:	Biomedical Journal
Main Authors:	Shang-Kai Hung, Chin-Chieh Wu, Avichandra Singh, Jin-Hua Li, Christian Lee, Eric H. Chou, Andrew Pekosz, Richard Rothman, Kuan-Fu Chen
Format:	Article
Language:	English
Published:	Elsevier 2023-10-01
Subjects:	Influenza infection Machine learning Influenza-like illness Prediction model
Online Access:	http://www.sciencedirect.com/science/article/pii/S2319417022001366