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De novo peptide sequencing by deep learning.
Ngoc Hieu Tran
Xianglilan Zhang
Lei Xin
Baozhen Shan
Ming Li
Published in:
Proc. Natl. Acad. Sci. USA (2017)
Keyphrases
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deep learning
tandem mass spectrometry
tandem mass spectra
tandem mass
ms ms
mass spectrometry
unsupervised learning
unsupervised feature learning
mass spectra
machine learning
mental models
high throughput
weakly supervised
deep architectures
model selection
online learning
multi class
viewpoint