Data-Driven Prediction of the Formation of Co-Amorphous Systems

Data-Driven Prediction of the Formation of Co-Amorphous Systems

Co-amorphous systems (COAMS) have raised increasing interest in the pharmaceutical industry, since they combine the increased solubility and/or faster dissolution of amorphous forms with the stability of crystalline forms. However, the choice of the co-former is critical for the formation of a COAMS...

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Bibliographic Details
Main Authors: Elisabeth Fink, Michael Brunsteiner, Stefan Mitsche, Hartmuth Schröttner, Amrit Paudel, Sarah Zellnitz-Neugebauer
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Pharmaceutics
Subjects:
machine learning
gradient boosting
co-amorphous
molecular descriptors
inhalation therapy
Online Access:https://www.mdpi.com/1999-4923/15/2/347

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