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

BACKGROUND: 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 decision-making in this c...

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Detalles Bibliográficos
Autores principales: Ming, Damien K., Hernandez, Bernard, Sangkaew, Sorawat, Vuong, Nguyen Lam, Lam, Phung Khanh, Nguyet, Nguyen Minh, Tam, Dong Thi Hoai, Trung, Dinh The, Tien, Nguyen Thi Hanh, Tuan, Nguyen Minh, Chau, Nguyen Van Vinh, Tam, Cao Thi, Chanh, Ho Quang, Trieu, Huynh Trung, Simmons, Cameron P., Wills, Bridget, Georgiou, Pantelis, Holmes, Alison H., Yacoub, Sophie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9931311/
https://www.ncbi.nlm.nih.gov/pubmed/36812518
http://dx.doi.org/10.1371/journal.pdig.0000005

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