Development of a machine learning model for early prediction of plasma leakage in suspected dengue patients.

• Main Authors: Ramtin Zargari Marandi (Author), Preston Leung (Author), Chathurani Sigera (Author), Daniel Dawson Murray (Author), Praveen Weeratunga (Author), Deepika Fernando (Author), Chaturaka Rodrigo (Author), Senaka Rajapakse (Author), Cameron Ross MacPherson (Author)
• Format: Book
• Published: Public Library of Science (PLoS), 2023-03-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

<h4>Background</h4>At least a third of dengue patients develop plasma leakage with increased risk of life-threatening complications. Predicting plasma leakage using laboratory parameters obtained in early infection as means of triaging patients for hospital admission is important for res...