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

Paper describing it

• Application of a Novel Hybrid CNN-GNN for Peptide Ion Encoding (2023, Journal of Proteome Research, peer-reviewed)

Authors (3)

Kevin McDonnell, Florence Abram, Enda Howley

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