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Prediction of aqueous solubility of drug-like molecules using a novel algorithm for automatic adjustment of relative importance of descriptors implemented in counter-propagation artificial neural networks
(Elsevier Science BV, Amsterdam, 2012)
In this work, we present a novel approach for the development of models for prediction of aqueous solubility, based on the implementation of an algorithm for the automatic adjustment of descriptor's relative importance ...
Enhanced antimicrobial activity and physicochemical stability of rapid pyro-fabricated silver-kaolinite nanocomposite
(Elsevier B.V., 2021)
The present research aims to enhance the antimicrobial activity of kaolinite surfaces by a one-step cost-effective and energy-efficient dry thermal reaction, producing an antibacterial and antifungal silver-kaolinite ...
Synergism of polysaccharide polymers in antihistamine eye drops: Influence on physicochemical properties and in vivo efficacy
(Elsevier, 2024)
The incorporation of polymers into drug delivery vehicles has been shown to be a useful approach to prolong the
residence time of drugs in the precorneal tear film and to improve penetration into biological membranes. ...
A comprehensive assessment of machine learning algorithms for enhanced characterization and prediction in orodispersible film development
(Elsevier B.V., 2024)
Orodispersible films (ODFs) have emerged as innovative pharmaceutical dosage forms, offering patient-specific treatment through adjustable dosing and the combination of diverse active ingredients. This expanding field ...
Investigation into liquisolid system processability based on the SeDeM Expert System approach
(Elsevier B.V., 2021)
Liquisolid systems are emerging formulation approach for poorly soluble drugs, based on adsorption/absorption of drug dispersion and obtaining free-flowing powder with good compressibility. SeDeM Expert System represents ...
Processability evaluation of multiparticulate units prepared by selective laser sintering using the SeDeM Expert System approach
(Elsevier B.V., 2022)
3D printing in dosage forms fabrication is in the focus of researchers, however, the attempts in multiparticulate units (MPUs) preparation are scarce. The aim of this study was to fabricate different size MPUs by selective ...
Parenteral nanoemulsions as promising carriers for brain delivery of risperidone: Design, characterization and in vivo pharmacokinetic evaluation
(Elsevier Science BV, Amsterdam, 2015)
This paper describes design and evaluation of parenteral lecithin-based nanoemulsions intended for brain delivery of risperidone, a poorly water-soluble psychopharmacological drug. The nanoemulsions were prepared through ...