Machine Learning Methods for Discovering Metabolite Structures from Mass Spectra

Small molecule metabolites mediate myriad biological and environmental phenomena across host-microbiome interactions, plant chemistry, cancer biology, and various other processes. Mass spectrometry is often used as an analytical technique to investigate the small molecules present in a sample, measu...

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Bibliographic Details
Main Author: Goldman, Samuel Lucas
Other Authors: Coley, Connor W.
Format: Thesis
Published: Massachusetts Institute of Technology 2024
Online Access:https://hdl.handle.net/1721.1/154037
https://orcid.org/0000-0002-3928-6873