An interpretable machine-learning model for predicting the efficacy of nonsteroidal anti-inflammatory drugs for closing hemodynamically significant patent ductus arteriosus in preterm infants

• Main Authors: Tai-Xiang Liu (Author), Jin-Xin Zheng (Author), Zheng Chen (Author), Zi-Chen Zhang (Author), Dan Li (Author), Li-Ping Shi (Author)
• Formato: Livro
• Publicado em: Frontiers Media S.A., 2023-04-01T00:00:00Z.
• Assuntos: article
• Acesso em linha: Connect to this object online.

BackgroundNonsteroidal anti-inflammatory drugs (NSAIDs) have been widely used in the closure of ductus arteriosus in premature infants. We aimed to develop and validate an interpretable machine-learning model for predicting the efficacy of NSAIDs for closing hemodynamically significant patent ductus...