Leucine/isoleucine discrimination

adjacent · Neural network

Leucine/isoleucine discrimination: adjacent · Neural network. Deep-neural-network discrimination of the isomeric residues leucine and isoleucine, which are practically indistinguishable in de novo sequencing from ordinary tandem MS…

Deep-neural-network discrimination of the isomeric residues leucine and isoleucine, which are practically indistinguishable in de novo sequencing from ordinary tandem MS data. Rather than relying on the characteristic satellite ions that EThCD fragmentation produces, it learns from raw spectra directly, searching a broader range of the signal for other evidence that separates the two.

Kind adjacent
Family Neural network
Deep learning yes
Acquisition DDA

Papers

Authors (1)

Bingran Shen

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