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SIMPLE: Sparse Interaction Model over Peaks of moLEcules for fast, interpretable metabolite identification from tandem mass spectra

MOTIVATION: Recent success in metabolite identification from tandem mass spectra has been led by machine learning, which has two stages: mapping mass spectra to molecular fingerprint vectors and then retrieving candidate molecules from the database. In the first stage, i.e. fingerprint prediction, s...

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Vydáno v:Bioinformatics
Hlavní autoři: Nguyen, Dai Hai, Nguyen, Canh Hao, Mamitsuka, Hiroshi
Médium: Artigo
Jazyk:Inglês
Vydáno: Oxford University Press 2018
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6022642/
https://ncbi.nlm.nih.gov/pubmed/29950009
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/bty252
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