DeepNovo-DIA

algorithm · CNN + RNN

DeepNovo-DIA: algorithm · CNN + RNN. First de novo for DIA

First de novo for DIA

Kind	algorithm
Family	CNN + RNN
Deep learning	yes
Acquisition	DIA

Code

• https://github.com/nh2tran/DeepNovo-DIA

Live stars, open issues and last-push figures are on the Code activity chart.

Papers

• Deep learning enables de novo peptide sequencing from data-independent-acquisition mass spectrometry (2018, Nature Methods, peer-reviewed)

Authors (9)

Ngoc Hieu Tran, Rui Qiao, Lei Xin, Xin Chen, Chuyi Liu, Xianglilan Zhang, Baozhen Shan, Ali Ghodsi, Ming Li

Seen in the charts

• The architectures
• Code activity
• Models and the authors behind them

Back to the full map