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EnvCNN: A Convolutional Neural Network Model for Evaluating Isotopic Envelopes in Top-Down Mass-spectral Deconvolution

Top-down mass spectrometry has become the main method for intact proteoform identification, characterization, and quantitation. Because of the complexity of top-down mass spectrometry data, spectral deconvolution is an indispensable step in spectral data analysis, which groups spectral peaks into is...

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Vydáno v:Anal Chem
Hlavní autoři: Basharat, Abdul Rehman, Ning, Xia, Liu, Xiaowen
Médium: Artigo
Jazyk:Inglês
Vydáno: 2020
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7341906/
https://ncbi.nlm.nih.gov/pubmed/32356965
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1021/acs.analchem.0c00903
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