Flexible Analog Search with Kernel PCA Embedded Molecule Vectors

Studying analog series to find structural transformations that enhance the activity and ADME properties of lead compounds is an important part of drug development. Matched molecular pair (MMP) search is a powerful tool for analog analysis that imitates researchers' ability to select pairs of co...

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Bibliographic Details
Main Authors: Stefano Rensi, Russ B. Altman
Format: Article
Language:English
Published: Elsevier 2017-01-01
Series:Computational and Structural Biotechnology Journal
Online Access:http://www.sciencedirect.com/science/article/pii/S2001037016300915