Pharmacometrics and Machine Learning Partner to Advance Clinical Data Analysis-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Pharmacometrics and Machine Learning Partner to Advance Clinical Data Analysis

Published:2020-02-17 Issue:4 Volume:107 Page:926-933
ISSN:0009-9236
Container-title:Clinical Pharmacology & Therapeutics
language:en
Short-container-title:Clin. Pharmacol. Ther.

Author:

Koch Gilbert¹,Pfister Marc¹,Daunhawer Imant²,Wilbaux Melanie¹,Wellmann Sven³,Vogt Julia E.²

Affiliation:

1. Paediatric Pharmacology and Pharmacometrics Research University of Basel Children’s Hospital (UKBB) Basel Switzerland

2. Institute for Machine Learning Department of Computer Science ETH Zurich Zurich Switzerland

3. University Children's Hospital Regensburg (KUNO) University of Regensburg Regensburg Germany

Publisher

Wiley

Subject

Pharmacology (medical),Pharmacology

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1002/cpt.1774

Reference28 articles.

1. Data science and prediction

2. Estimation of population characteristics of pharmacokinetic parameters from routine clinical data

3. Evaluation of methods for estimating population pharmacokinetic parameters. I. Michaelis-menten model: Routine clinical pharmacokinetic data

4. Concepts and Challenges in Quantitative Pharmacology and Model-Based Drug Development

Cited by 50 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. pyDarwin machine learning algorithms application and comparison in nonlinear mixed-effect model selection and optimization;Journal of Pharmacokinetics and Pharmacodynamics;2024-06-28

3. Clustering plasma concentration-time curves: applications ofunsupervised learning in pharmacogenomics;Journal of Biopharmaceutical Statistics;2024-06-18

4. Application of machine learning combined with population pharmacokinetics to improve individual prediction of vancomycin clearance in simulated adult patients;Frontiers in Pharmacology;2024-03-18

5. IDoser: Improving individualized dosing policies with clinical practice and machine learning;Expert Systems with Applications;2024-03

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