Hybrid CNN-GNN peptide ion encoder

adjacent · GNN

Hybrid CNN-GNN peptide ion encoder: adjacent · GNN. Convolutional plus graph neural network module that encodes fragment peaks to identify b- and y-ions, outperforming encoders taken from existing de novo sequencers under…

Convolutional plus graph neural network module that encodes fragment peaks to identify b- and y-ions, outperforming encoders taken from existing de novo sequencers under noise and missing peaks.

Kind adjacent
Deep learning yes
Acquisition DDA
Family GNN

Data

What the papers describing this method trained it on and reported its results on, as each paper states it. A version is named only where the paper names one.

Also used, purpose not recorded

Paper describing it

Authors (3)

Kevin McDonnell, Florence Abram, Enda Howley

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