Drug Clearance in Neonates: A Combination of Population Pharmacokinetic Modelling and Machine Learning Approaches to Improve Individual Prediction
Bo-Hao Tang, Zheng Guan, Karel Allegaert, Yue‐E Wu, Efthymios Manolis, Stéphanie Leroux, Bu‐Fan Yao, Haiyan Shi, Xiao Li, Xin Huang, Wenqi Wang, Adong Shen, Xiao‐Ling Wang, Tianyou Wang, Chen Kou, Hai-Yan Xu, Yue Zhou, Yi Zheng, Guo‐Xiang Hao, Baoping Xu, Alison H. Thomson, Edmund V. Capparelli, Valérie Biran, Nicolas Simon, Bernd Meibohm, Yoke Lin Lo, Remedios Marqués, José‐Esteban Peris, Irja Lutsar, Jumpei Saito, Jacobus Burggraaf, Évelyne Jacqz-Aigrain, John van den Anker, Wei Zhao
Topics & Concepts
CovariatePopulationMachine learningComputer sciencePharmacokineticsArtificial intelligenceNONMEMTherapeutic drug monitoringMedicineStatisticsPharmacologyMathematicsEnvironmental healthAntibiotics Pharmacokinetics and EfficacyPharmacogenetics and Drug MetabolismPharmaceutical studies and practices