TF-GCNNovo

algorithm

TF-GCNNovo: algorithm. Combines a transformer with a graph convolutional network over spectrum peaks to predict peptide sequences de novo.

Combines a transformer with a graph convolutional network over spectrum peaks to predict peptide sequences de novo.

Kind	algorithm
Deep learning	yes
Acquisition	DDA

Paper describing it

• TF-GCNNovo: A Peptide Sequence Prediction Model Integrating Transformer and Graph Convolutional Network (2025, Lecture Notes in Computer Science, peer-reviewed)

Authors (4)

Nan Liu (Shandong Jianzhu University), Hao Jing, Xiaotian Jia, Binhai Zhu (Montana State University)

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