Synthetic Activators of Cell Migration Designed by Constructive Machine Learning

Synthetic Activators of Cell Migration Designed by Constructive Machine Learning

Abstract Constructive machine learning aims to create examples from its learned domain which are likely to exhibit similar properties. Here, a recurrent neural network was trained with the chemical structures of known cell‐migration modulators. This machine learning model was used to generate new mo...

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Bibliographic Details
Main Authors: Dr. Dominique Bruns, Dr. Daniel Merk, Dr. Karthiga Santhana Kumar, PD Dr. Martin Baumgartner, Prof. Dr. Gisbert Schneider
Format: Article
Language:English
Published: Wiley-VCH 2019-10-01
Series:ChemistryOpen
Subjects:
chemoinformatics
chemotaxis
drug discovery
neural networks
phenotypic screening
Online Access:https://doi.org/10.1002/open.201900222

Internet

https://doi.org/10.1002/open.201900222

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