Multienzyme DeepNovo models

algorithm · CNN + RNN

Multienzyme DeepNovo models: algorithm · CNN + RNN. DeepNovo-based multienzyme models for improving peptide de novo sequencing generalizability.

DeepNovo-based multienzyme models for improving peptide de novo sequencing generalizability.

Kind	algorithm
Deep learning	yes
Acquisition	DDA
Also known as	MEM; multienzyme models
Family	CNN + RNN

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.

Trained on

• Multienzyme deep learning models improve peptide de novo sequencing by mass spectrometry proteomics (as deposited)

Evaluated on

• Multienzyme deep learning models improve peptide de novo sequencing by mass spectrometry proteomics (as deposited)

Deposited

• Multienzyme deep learning models improve peptide de novo sequencing by mass spectrometry proteomics (as deposited)

Paper describing it

• Multienzyme deep learning models improve peptide de novo sequencing by mass spectrometry proteomics (2023, PLOS Computational Biology, peer-reviewed)

Authors (7)

Carlos Gueto-Tettay, Di Tang, Lotta Happonen, Moritz Heusel, Hamed Khakzad, Johan Malmström, Lars Malmström

Seen in the charts

• The architectures
• Models and the authors behind them

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