Machine learning directed drug formulation development
Abstract Machine learning (ML) has enabled ground-breaking advances in the healthcare
and pharmaceutical sectors, from improvements in cancer diagnosis, to the identification of …
and pharmaceutical sectors, from improvements in cancer diagnosis, to the identification of …
The significance of artificial intelligence in drug delivery system design
Over the last decade, increasing interest has been attracted towards the application of
artificial intelligence (AI) technology for analyzing and interpreting the biological or genetic …
artificial intelligence (AI) technology for analyzing and interpreting the biological or genetic …
State-of-the-art review of artificial neural networks to predict, characterize and optimize pharmaceutical formulation
S Wang, J Di, D Wang, X Dai, Y Hua, X Gao, A Zheng… - Pharmaceutics, 2022 - mdpi.com
During the development of a pharmaceutical formulation, a powerful tool is needed to extract
the key points from the complicated process parameters and material attributes. Artificial …
the key points from the complicated process parameters and material attributes. Artificial …
Developing oral drug delivery systems using formulation by design: vital precepts, retrospect and prospects
B Singh, R Kapil, M Nandi, N Ahuja - Expert opinion on drug …, 2011 - Taylor & Francis
Introduction: Over the past few decades, the domain of drug formulations has
metamorphosed from the conventional tablets and capsules to advanced and intricate drug …
metamorphosed from the conventional tablets and capsules to advanced and intricate drug …
A quality by design approach in oral extended release drug delivery systems: where we are and where we are going?
Background Oral extended release (ER) delivery systems have quickly gained increasing
importance because of their ability to maintain drug levels in the blood more consistently …
importance because of their ability to maintain drug levels in the blood more consistently …
Applications of machine learning in solid oral dosage form development
H Lou, B Lian, MJ Hageman - Journal of Pharmaceutical Sciences, 2021 - Elsevier
This review comprehensively summarizes the application of machine learning in solid oral
dosage form development over the past three decades. In both academia and industry …
dosage form development over the past three decades. In both academia and industry …
[PDF][PDF] Artificial intelligence in pharmacy
S Das, R Dey, AK Nayak - Indian J Pharm Educ Res, 2021 - ijper.org
Artificial Intelligence (AI) focuses in producing intelligent modelling, which helps in
imagining knowledge, cracking problems and decision making. Recently, AI plays an …
imagining knowledge, cracking problems and decision making. Recently, AI plays an …
Development of liposomes using formulation by design: Basics to recent advances
In couple of decennia, optimization tactics for drug delivery systems have been explored
widely employing Design of Experiments (DoE) for desired outcomes to overcome …
widely employing Design of Experiments (DoE) for desired outcomes to overcome …
Optimization of controlled release nanoparticle formulation of verapamil hydrochloride using artificial neural networks with genetic algorithm and response surface …
Y Li, MR Abbaspour, PV Grootendorst… - European Journal of …, 2015 - Elsevier
This study was performed to optimize the formulation of polymer–lipid hybrid nanoparticles
(PLN) for the delivery of an ionic water-soluble drug, verapamil hydrochloride (VRP) and to …
(PLN) for the delivery of an ionic water-soluble drug, verapamil hydrochloride (VRP) and to …
Optimization and prediction of ibuprofen release from 3D DLP printlets using artificial neural networks
M Madzarevic, D Medarevic, A Vulovic, T Sustersic… - Pharmaceutics, 2019 - mdpi.com
The aim of this work was to investigate effects of the formulation factors on tablet printability
as well as to optimize and predict extended drug release from cross-linked polymeric …
as well as to optimize and predict extended drug release from cross-linked polymeric …