A practical framework toward prediction of breaking force and disintegration of tablet formulations using machine learning tools

I Akseli, J Xie, L Schultz, N Ladyzhynsky… - Journal of …, 2017 - Elsevier
Enabling the paradigm of quality by design requires the ability to quantitatively correlate
material properties and process variables to measureable product performance attributes …

A prediction model based on artificial intelligence techniques for disintegration time and hardness of fast disintegrating tablets in pre-formulation tests

M Momeni, M Afkanpour, S Rakhshani… - BMC Medical Informatics …, 2024 - Springer
Background The pharmaceutical industry is continually striving to innovate drug
development and formulation processes. Orally disintegrating tablets (ODTs) have gained …

[HTML][HTML] Predicting oral disintegrating tablet formulations by neural network techniques

R Han, Y Yang, X Li, D Ouyang - Asian journal of pharmaceutical sciences, 2018 - Elsevier
Oral disintegrating tablets (ODTs) are a novel dosage form that can be dissolved on the
tongue within 3 min or less especially for geriatric and pediatric patients. Current ODT …

Prediction of oral disintegration time of fast disintegrating tablets using texture analyzer and computational optimization

G Szakonyi, R Zelkó - International journal of pharmaceutics, 2013 - Elsevier
One of the promising approaches to predict in vivo disintegration time of orally disintegrating
tablets (ODT) is the use of texture analyzer instrument. Once the method is able to provide …

An insight into predictive parameters of tablet capping by machine learning and multivariate tools

S Paul, Y Baranwal, YC Tseng - International Journal of Pharmaceutics, 2021 - Elsevier
Capping is the frequently observed mechanical defect in tablets arising from the sub-optimal
selection of the formulation composition and their robustness of response toward process …

Toward predicting tensile strength of pharmaceutical tablets by ultrasound measurement in continuous manufacturing

SM Razavi, G Callegari, G Drazer… - International journal of …, 2016 - Elsevier
An ultrasound measurement system was employed as a non-destructive method to evaluate
its reliability in predicting the tensile strength of tablets and investigate the benefits of …

Functionality of disintegrants and their mixtures in enabling fast disintegration of tablets by a quality by design approach

PM Desai, PXH Er, CV Liew, PWS Heng - Aaps Pharmscitech, 2014 - Springer
Investigation of the effect of disintegrants on the disintegration time and hardness of rapidly
disintegrating tablets (RDTs) was carried out using a quality by design (QbD) paradigm …

A generalized image analytical algorithm for investigating tablet disintegration

JX Wu, E Balantic, F van den Berg, J Rantanen… - International Journal of …, 2022 - Elsevier
Commonly used methods for analyzing tablet disintegration are based on visual
observations and can thus be user-dependent. To address this, a generally applicable …

Modeling the tablet disintegration process using the finite difference method

C So, AS Narang, C Mao - Journal of Pharmaceutical Sciences, 2021 - Elsevier
The purpose of the study is to present the finite difference method (FDM) and demonstrate its
utility in modeling mass transport processes that are pharmaceutically relevant. In particular …

Development of predictive tools to assess capping tendency of tablet formulations

I Akseli, N Ladyzhynsky, J Katz, X He - Powder technology, 2013 - Elsevier
Capping is one of the mechanical defects in the tableting process in which catastrophic
failure of the compact can occur. Understanding what influences tablet capping in terms of …