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q-bio.BM2017★ 6 cited
Real-value and confidence prediction of protein backbone dihedral angles through a hybrid method of clustering and deep learning
Yujuan Gao, Sheng Wang, Minghua Deng +1
Background. Protein dihedral angles provide a detailed description of protein local conformation. Predicted dihedral angles can be used to narrow down the conformational space of t…
q-bio.BM2017
Folding membrane proteins by deep transfer learning
Sheng Wang, Zhen Li, Yizhou Yu +1
Computational elucidation of membrane protein (MP) structures is challenging partially due to lack of sufficient solved structures for homology modeling. Here we describe a high-th…
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…