Artificial intelligence and machine learning approaches to facilitate therapeutic drug management and model-informed precision dosing
EA Poweleit, AA Vinks, T Mizuno - Therapeutic drug monitoring, 2023 - journals.lww.com
Background: Therapeutic drug monitoring (TDM) and model-informed precision dosing
(MIPD) have greatly benefitted from computational and mathematical advances over the …
(MIPD) have greatly benefitted from computational and mathematical advances over the …
Implementation of quantitative and systems pharmacology in large pharma
SAG Visser, DP De Alwis, T Kerbusch… - CPT …, 2014 - Wiley Online Library
Quantitative and systems pharmacology concepts and tools are the foundation of the model‐
informed drug development paradigm at Merck for integrating knowledge, enabling …
informed drug development paradigm at Merck for integrating knowledge, enabling …
Model‐based drug development: a rational approach to efficiently accelerate drug development
PA Milligan, MJ Brown, B Marchant… - Clinical …, 2013 - Wiley Online Library
The pharmaceutical industry continues to face significant challenges. Very few compounds
that enter development reach the marketplace, and the investment required for each …
that enter development reach the marketplace, and the investment required for each …
The utility of modeling and simulation in drug development and regulatory review
SM Huang, DR Abernethy, Y Wang, P Zhao… - Journal of …, 2013 - Elsevier
US Food and Drug Administration (FDA) has identified innovation in clinical evaluations as a
major scientific priority area. This paper provides case studies and updates to describe the …
major scientific priority area. This paper provides case studies and updates to describe the …
Model-informed precision dosing: background, requirements, validation, implementation, and forward trajectory of individualizing drug therapy
Model-informed precision dosing (MIPD) has become synonymous with modern approaches
for individualizing drug therapy, in which the characteristics of each patient are considered …
for individualizing drug therapy, in which the characteristics of each patient are considered …
Pharmacokinetic/pharmacodynamic modeling in drug development
LB Sheiner, JL Steimer - Annual review of pharmacology and …, 2000 - annualreviews.org
We propose a framework for considering the role of pharmacokinetic/pharmacodynamic
modeling in drug development and an appraisal of its current and potential impact on that …
modeling in drug development and an appraisal of its current and potential impact on that …
Pharmacokinetics/pharmacodynamics and the stages of drug development: role of modeling and simulation
Pharmacokinetic (PK) and pharmacodynamic (PD) modeling and simulation (M&S) are well-
recognized powerful tools that enable effective implementation of the learn-and-confirm …
recognized powerful tools that enable effective implementation of the learn-and-confirm …
Why has model‐informed precision dosing not yet become common clinical reality? Lessons from the past and a roadmap for the future
AS Darwich, K Ogungbenro, AA Vinks… - Clinical …, 2017 - Wiley Online Library
Patient groups prone to polypharmacy and special subpopulations are susceptible to
suboptimal treatment. Refined dosing in special populations is imperative to improve …
suboptimal treatment. Refined dosing in special populations is imperative to improve …
Utilisation of pharmacokinetic-pharmacodynamic modelling and simulation in regulatory decision-making
JVS Gobburu, PJ Marroum - Clinical pharmacokinetics, 2001 - Springer
Modelling and simulation (M&S) play an important role in regulatory decision-making that
affects both the public and industry. Technological advances in various fields related to drug …
affects both the public and industry. Technological advances in various fields related to drug …
Model‐informed precision dosing at the bedside: scientific challenges and opportunities
The development of model‐informed precision dosing (MIPD) tools, especially in the form of
native or web‐based applications to be used at the bedside, has garnered marked attention …
native or web‐based applications to be used at the bedside, has garnered marked attention …