Deep-learning protein identification primer

algorithm · CNN + RNN

Deep-learning protein identification primer: algorithm · CNN + RNN. Companion vision paper by the DeepNovo authors laying out how deep learning applies to protein identification end-to-end (from spectrum → amino-acid tokens → peptide →…

Companion vision paper by the DeepNovo authors laying out how deep learning applies to protein identification end-to-end (from spectrum → amino-acid tokens → peptide → protein). Predates the PNAS DeepNovo paper by a few months.

Kind	algorithm
Family	CNN + RNN
Deep learning	yes
Acquisition	DDA

Papers

• Protein identification with deep learning: from abc to xyz (2017, arXiv, preprint)

Authors (5)

Ngoc Hieu Tran, Zachariah Levine, Lei Xin, Baozhen Shan, Ming Li

Seen in the charts

• The architectures
• Models and the authors behind them

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