1k citations · 2.3k across the 46 of their papers we have counts for
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q-bio.BM2017★ 2 cited
Predicting membrane protein contacts from non-membrane proteins by deep transfer learning
Zhen Li, Sheng Wang, Yizhou Yu +1
Computational prediction of membrane protein (MP) structures is very challenging partially due to lack of sufficient solved structures for homology modeling. Recently direct evolut…
q-bio.BM2016★ 1k cited
Accurate De Novo Prediction of Protein Contact Map by Ultra-Deep Learning Model
Sheng Wang, Siqi Sun, Zhen Li +2
Recently exciting progress has been made on protein contact prediction, but the predicted contacts for proteins without many sequence homologs is still of low quality and not very…
q-bio.BM2016★ 109 cited
Protein Secondary Structure Prediction Using Cascaded Convolutional and Recurrent Neural Networks
Zhen Li, Yizhou Yu
Protein secondary structure prediction is an important problem in bioinformatics. Inspired by the recent successes of deep neural networks, in this paper, we propose an end-to-end…