An explainability framework for deep learning on chemical reactions exemplified by enzyme-catalysed reaction classification

Abstract Assigning or proposing a catalysing enzyme given a chemical or biochemical reaction is of great interest to life sciences and chemistry alike. The exploration and design of metabolic pathways and the challenge of finding more sustainable enzyme-catalysed alternatives to traditional organic...

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Bibliographic Details
Main Author: Daniel Probst
Format: Article
Language:English
Published: BMC 2023-11-01
Series:Journal of Cheminformatics
Subjects:
Online Access:https://doi.org/10.1186/s13321-023-00784-y