An end-to-end deep learning framework for translating mass spectra to de-novo molecules

Abstract Elucidating the structure of a chemical compound is a fundamental task in chemistry with applications in multiple domains including drug discovery, precision medicine, and biomarker discovery. The common practice for elucidating the structure of a compound is to obtain a mass spectrum and s...

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Bibliographic Details
Published in:Communications Chemistry
Main Authors: Eleni E. Litsa, Vijil Chenthamarakshan, Payel Das, Lydia E. Kavraki
Format: Article
Language:English
Published: Nature Portfolio 2023-06-01
Online Access:https://doi.org/10.1038/s42004-023-00932-3