AIMC Topic: Chemistry, Pharmaceutical
Clear Filters Showing 81 to 90 of 133 articles
Rapid Quantification of Protein Particles in High-Concentration Antibody Formulations.
Journal of pharmaceutical sciences
Oct 27, 2018
Current technologies for monitoring the subvisible particles that may be generated during fill-finish operations for protein formulations are cumbersome. Measurement times are generally too long for real-time analysis, and the high protein concentrat...
Delimiting the knowledge space and the design space of nanostructured lipid carriers through Artificial Intelligence tools.
International journal of pharmaceutics
Oct 26, 2018
Nanostructured lipid carriers (NLC) are biocompatible and biodegradable nanoscale systems with extensive application for controlled drug release. However, the development of optimal nanosystems along with a reproducible manufacturing process is still...
Smart systems for determination of drug's solubility.
Drug development and industrial pharmacy
Oct 17, 2018
The solubility of drugs is a crucial physicochemical property in the drug discovery or development process and for improving the bioavailability of drugs. There are various methods for evaluating the solubility of drugs including manual measurement m...
Recent applications of machine learning in medicinal chemistry.
Bioorganic & medicinal chemistry letters
Jun 28, 2018
In recent decades, artificial intelligence and machine learning have played a significant role in increasing the efficiency of processes across a wide spectrum of industries. When it comes to the pharmaceutical and biotechnology sectors, numerous too...
Artificial neural networks (ANNs) and partial least squares (PLS) regression in the quantitative analysis of cocrystal formulations by Raman and ATR-FTIR spectroscopy.
Journal of pharmaceutical and biomedical analysis
Jun 4, 2018
The present work describes the development of an efficient, fast and accurate method for the quantification of polymer-based cocrystal formulations. Specifically, the content of carbamazepine-nicotinamide (CBZ/NIC) and ibuprofen-nicotinamide (IBU/NIC...
Spectrum Analysis, Raman
Drug Combinations
Spectroscopy, Fourier Transform Infrared
Neural Networks, Computer
Machine Learning
Absorption, Physicochemical
Calibration
Crystallization
Chemistry, Pharmaceutical
Least-Squares Analysis
Polyethylene Glycols
Drug Compounding
Niacinamide
Carbamazepine
Polyvinyls
Ibuprofen
Can we accelerate medicinal chemistry by augmenting the chemist with Big Data and artificial intelligence?
Drug discovery today
Mar 22, 2018
AI comes to lead optimization: medicinal chemistry in all disease areas can be accelerated by exploiting our pre-competitive knowledge in an unbiased way.
A novel method for the production of core-shell microparticles by inverse gelation optimized with artificial intelligent tools.
International journal of pharmaceutics
Jan 16, 2018
Numerous studies have been focused on hydrophobic compounds encapsulation as oils. In fact, oils can provide numerous health benefits as synergic ingredient combined with other hydrophobic active ingredients. However, stable microparticles for pharma...
Improving Dissolution Rate of Carbamazepine-Glutaric Acid Cocrystal Through Solubilization by Excess Coformer.
Pharmaceutical research
Dec 29, 2017
PURPOSE: The use of soluble cocrystals is a promising strategy for delivering poorly soluble drugs. However, precipitation of poorly soluble crystal form during dissolution hinders the successful tablet development of cocrystals. This work was aimed ...
Artificial neural networks as alternative tool for minimizing error predictions in manufacturing ultradeformable nanoliposome formulations.
Drug development and industrial pharmacy
Oct 17, 2017
This work was aimed at determining the feasibility of artificial neural networks (ANN) by implementing backpropagation algorithms with default settings to generate better predictive models than multiple linear regression (MLR) analysis. The study was...
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