Author

Guy Haroush

Massachusetts Institute of Technology

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Bioinformatics· 1

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Research Focus:cell type annotation· 1 Research Focus:database / resource· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Organism:human· 1 Assay:metabolomics· 1 Research Focus:software / tool· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Connor W. ColeyiD· 1 shared Jeremy WohlwendiD· 1 shared Martin StražariD· 1 shared Ramnik J. XavieriD· 1 shared Samuel GoldmaniD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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1 shared paperBioinformatics

Connor W. ColeyORCID

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1 paper

Recent·Most cited

Annotating metabolite mass spectra with domain-inspired chemical formula transformers

Samuel Goldman, Jeremy Wohlwend, Martin Stražar, Guy Haroush, Ramnik J. Xavier, Connor W. Coley

This paper introduces MIST, a deep learning framework for metabolite structure annotation from mass spectra, outperforming existing methods and identifying new metabolites in a disease cohort.

Nature Machine Intelligence · Aug 17, 2023Peer-reviewedBioinformatics