Applied machine learning for the risk-stratification and clinical decision support of hospitalised patients with dengue in Vietnam.

Applied machine learning for the risk-stratification and clinical decision support of hospitalised patients with dengue in Vietnam.

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<h4>Background</h4>Identifying patients at risk of dengue shock syndrome (DSS) is vital for effective healthcare delivery. This can be challenging in endemic settings because of high caseloads and limited resources. Machine learning models trained using clinical data could support decisi...

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Bibliographic Details
Main Authors: Damien K Ming, Bernard Hernandez, Sorawat Sangkaew, Nguyen Lam Vuong, Phung Khanh Lam, Nguyen Minh Nguyet, Dong Thi Hoai Tam, Dinh The Trung, Nguyen Thi Hanh Tien, Nguyen Minh Tuan, Nguyen Van Vinh Chau, Cao Thi Tam, Ho Quang Chanh, Huynh Trung Trieu, Cameron P Simmons, Bridget Wills, Pantelis Georgiou, Alison H Holmes, Sophie Yacoub, Vietnam ICU Translational Applications Laboratory (VITAL) investigators
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2022-01-01
Series:PLOS Digital Health
Online Access:https://doi.org/10.1371/journal.pdig.0000005

Internet

https://doi.org/10.1371/journal.pdig.0000005

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