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

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
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
Series:Biomedical Journal
Subjects:
Influenza infection
Machine learning
Influenza-like illness
Prediction model
Online Access:http://www.sciencedirect.com/science/article/pii/S2319417022001366

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http://www.sciencedirect.com/science/article/pii/S2319417022001366

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