Drug Clearance in Neonates: A Combination of Population Pharmacokinetic Modelling and Machine Learning Approaches to Improve Individual Prediction-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Drug Clearance in Neonates: A Combination of Population Pharmacokinetic Modelling and Machine Learning Approaches to Improve Individual Prediction

Published:2021-05-27 Issue:11 Volume:60 Page:1435-1448
ISSN:0312-5963
Container-title:Clinical Pharmacokinetics
language:en
Short-container-title:Clin Pharmacokinet

Author:

Tang Bo-Hao,Guan Zheng,Allegaert Karel,Wu Yue-E.,Manolis Efthymios,Leroux Stephanie,Yao Bu-Fan,Shi Hai-Yan,Li Xiao,Huang Xin,Wang Wen-Qi,Shen A.-Dong,Wang Xiao-Ling,Wang Tian-You,Kou Chen,Xu Hai-Yan,Zhou Yue,Zheng Yi,Hao Guo-Xiang,Xu Bao-Ping,Thomson Alison H.,Capparelli Edmund V.,Biran Valerie,Simon Nicolas,Meibohm Bernd,Lo Yoke-Lin,Marques Remedios,Peris Jose-Esteban,Lutsar Irja,Saito Jumpei,Burggraaf Jacobus,Jacqz-Aigrain Evelyne,van den Anker John,Zhao Wei^ORCID

Funder

Young Taishan Scholars Program of Shandong Province

Qilu Young Scholars Program of Shandong University

Beijing Obstetrics and Gynecology Hospital affiliated to Capital Medical University

National Natural Science Foundation of China

National Science and Technology Major Projects for Major New Drugs Innovation and Development

Publisher

Springer Science and Business Media LLC

Subject

Pharmacology (medical),Pharmacology

Link

https://link.springer.com/content/pdf/10.1007/s40262-021-01033-x.pdf

Reference56 articles.

1. Hsieh EM, Hornik CP, Clark RH, Laughon MM, Benjamin DK Jr, Smith PB, et al. Medication use in the neonatal intensive care unit. Am J Perinatol. 2014;31(9):811–21. https://doi.org/10.1055/s-0033-1361933.

2. Riou S, Plaisant F, Maucort Boulch D, Kassai B, Claris O, Nguyen K-A. Unlicensed and off-label drug use: a prospective study in French NICU. Acta Paediatr. 2015;104(5):e228–31. https://doi.org/10.1111/apa.12924.

3. Coppini R, Simons SHP, Mugelli A, Allegaert K. Clinical research in neonates and infants: challenges and perspectives. Pharmacol Res. 2016;108:80–7. https://doi.org/10.1016/j.phrs.2016.04.025.

4. Jacqz-Aigrain E, Leroux S, Thomson AH, Allegaert K, Capparelli EV, Biran V, et al. Population pharmacokinetic meta-analysis of individual data to design the first randomized efficacy trial of vancomycin in neonates and young infants. J Antimicrob Chemother. 2019;74(8):2128–38. https://doi.org/10.1093/jac/dkz158.

5. Tang BH, Wu YE, Kou C, Qi YJ, Qi H, Xu HY, et al. Population pharmacokinetics and dosing optimization of amoxicillin in neonates and young infants. Antimicrob Agents Chemother. 2019. https://doi.org/10.1128/AAC.02336-18.

Cited by 27 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Prediction of teicoplanin plasma concentration in critically ill patients: a combination of machine learning and population pharmacokinetics;Journal of Antimicrobial Chemotherapy;2024-08-29

2. Model-informed drug development in pediatric, pregnancy and geriatric drug development: States of the art and future;Advanced Drug Delivery Reviews;2024-08

3. Optimal use of β-lactams in neonates: machine learning-based clinical decision support system;eBioMedicine;2024-07

4. Machine Learning: A Potential Therapeutic Tool to Facilitate Neonatal Therapeutic Decision Making;Pediatric Drugs;2024-06-16

5. Prediction of Vancomycin Plasma Concentration in Elderly Patients based on Multi-Algorithm Mining Combined with Population Pharmacokinetics;2024-06-13

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号京ICP备18003416号-3