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Antimicrobial peptide identification using multi-scale convolutional network.

Xin SuJing XuYanbin YinXiongwen QuanHan Zhang
Published in: BMC bioinformatics (2019)
Multi-scale convolutional network is a novel addition to existing deep neural network (DNN) models. The proposed DNN model and the modified fusion model outperform the state-of-the-art models for new AMP discovery. The source code and data are available at https://github.com/zhanglabNKU/APIN.
Keyphrases
  • neural network
  • electronic health record
  • protein kinase
  • big data
  • high throughput
  • artificial intelligence
  • deep learning
  • bioinformatics analysis