Dynamic Optimization of Population Pharmacokinetic Models Using Reinforcement Learning Techniques

ABSTRACT : Pharmacometrics - i.e., the science of quantitative pharmacology - has disrupted the way drugs are dosed. It has gone from an empirical methodology, based solely on the experience of the pharmacologist, to a methodology that uses all the available information on the drug, the population,...

Full description

Autores:
Otálvaro Gallego, Julián David
Tipo de recurso:
Doctoral thesis
Fecha de publicación:
2022
Institución:
Universidad de Antioquia
Repositorio:
Repositorio UdeA
Idioma:
eng
OAI Identifier:
oai:bibliotecadigital.udea.edu.co:10495/29651
Acceso en línea:
https://hdl.handle.net/10495/29651
Palabra clave:
Aprendizaje automático (inteligencia artificial)
Machine learning
Simulación por computadores
Computer simulation
Automatización
Automation
Pharmacometrics
Farmacometría
Rights
embargoedAccess
License
https://creativecommons.org/licenses/by-nc-sa/4.0/