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List of works by Aleksander Mendyk

Analysis of pellet properties with use of artificial neural networks

scientific article

Application and Multi-Stage Optimization of Daylight Polymer 3D Printing of Personalized Medicine Products

scientific article published on 12 April 2022

Application of artificial neural networks (ANNs) and genetic programming (GP) for prediction of drug release from solid lipid matrices

scientific article published on 21 June 2012

Artificial neural network in pharmacoeconomics

scientific article published on 01 January 2004

Artificial neural networks as an engine of Internet based hypertension prediction tool.

scientific article

Artificial neural networks in the modeling of drugs release profiles from hydrodynamically balanced systems.

scientific article published in January 2006

Computational Intelligence Modeling of the Macromolecules Release from PLGA Microspheres-Focus on Feature Selection

scientific article

Computational intelligence for prediction of biological effects of drugs absorption in lungs

scientific article published in 2019

Computational intelligence models to predict porosity of tablets using minimum features

scientific article published on 12 January 2017

Computer-based prediction of the drug proarrhythmic effect: problems, issues, known and suspected challenges

scientific article

Curated Database and Preliminary AutoML QSAR Model for 5-HT1A Receptor

scientific article published on 16 October 2021

Data-Driven Modeling of the Bicalutamide Dissolution from Powder Systems

scientific article published on 31 March 2020

Development of In Vitro-In Vivo Correlation/Relationship Modeling Approaches for Immediate Release Formulations Using Compartmental Dynamic Dissolution Data from "Golem": A Novel Apparatus.

scientific article

Effect of roll compaction on granule size distribution of microcrystalline cellulose-mannitol mixtures: computational intelligence modeling and parametric analysis

scientific article published on 18 January 2017

Empirical modeling of the fine particle fraction for carrier-based pulmonary delivery formulations

scientific article published on 21 January 2015

Empirical search for factors affecting mean particle size of PLGA microspheres containing macromolecular drugs.

scientific article published on 06 July 2016

Enhanced QSAR models for drug-triggered inhibition of the main cardiac ion currents

scientific article published on 05 January 2015

Evaluation of carrier size and surface morphology in carrier-based dry powder inhalation by surrogate modeling

scientific article published in January 2019

Evolutionary Algorithms in Modeling Aerodynamic Properties of Spray-Dried Microparticulate Systems

scientific article published on 13 October 2020

From Heuristic to Mathematical Modeling of Drugs Dissolution Profiles: Application of Artificial Neural Networks and Genetic Programming

scientific article published on 26 May 2015

From in vitro-in vivo relationship (IVIVR) towards in vitro-in vivo extrapolation (IVIVE): A case study of pulmonary delivery systems

scientific article published in 2017

Generalized in vitro-in vivo relationship (IVIVR) model based on artificial neural networks

scientific article published on 27 March 2013

Heuristic modeling of macromolecule release from PLGA microspheres

scientific article

In Vitro-In Vivo Correlation (IVIVC): From Current Achievements Towards the Future

scientific article published in 2018

In vitro-in vivo extrapolation of drug-induced proarrhythmia predictions at the population level.

scientific article published on 16 October 2013

Integrated QSAR Models for Prediction of Serotonergic Activity: Machine Learning Unveiling Activity and Selectivity Patterns of Molecular Descriptors

scientific article published in 2024

Mechanistic Physiologically Based Pharmacokinetic (PBPK) Model of the Heart Accounting for Inter-individual Variability: Development and Performance Verification

scientific article published on 23 November 2017

Micronutrients and macronutrients and parameters of antioxidative ability in saliva of women: inhabitants of Krakow (Poland) in the course of uncomplicated singleton pregnancy.

scientific article published in January 2006

Novel application of MRI technique combined with flow-through cell dissolution apparatus as supportive discriminatory test for evaluation of controlled release formulations

scientific article published on 30 March 2010

PhEq_bootstrap: Open-Source Software for the Simulation of f2 Distribution in Cases of Large Variability in Dissolution Profiles

scientific article published in 2013

Physiologically based pharmacokinetic-quantitative systems toxicology and safety (PBPK-QSTS) modeling approach applied to predict the variability of amitriptyline pharmacokinetics and cardiac safety in populations and in individuals

scientific article published on 25 June 2018

Predictive model for L-type channel inhibition: multichannel block in QT prolongation risk assessment.

scientific article

Puzzle out Machine Learning Model-Explaining Disintegration Process in ODTs

scientific article published on 13 April 2022

Quantitative Assessment of the Physiological Parameters Influencing QT Interval Response to Medication: Application of Computational Intelligence Tools

scientific article published on 4 January 2018

Roughness-controlled self-assembly of mannitol/LB agar microparticles by polymorphic transformation for pulmonary drug delivery.

scientific article

Selective laser sintering (SLS) technique for pharmaceutical applications—Development of high dose controlled release printlets

scientific article published in February 2021

Slow delayed rectifying potassium current (IKs ) - analysis of the in vitro inhibition data and predictive model development.

scientific article

Surface Modification of Pollen-Shape Carriers for Dry Powder Inhalation through Surface Etching

The Relationship Between the Evolution of an Internal Structure and Drug Dissolution from Controlled-Release Matrix Tablets.

scientific article published on 4 September 2015

The open-access dataset for insilico cardiotoxicity prediction system

scientific article

The usefulness of artificial neural networks in the evaluation of pulmonary efficiency and antioxidant capacity of welders.

scientific article published on 15 May 2006

Transparent computational intelligence models for pharmaceutical tableting process

scientific article published on 11 April 2016

Virtual population generator for human cardiomyocytes parameters: in silico drug cardiotoxicity assessment.

scientific article published in January 2012

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