Kamu erişimi zorunlu olan makaleler - James LyonsDaha fazla bilgi edinin
Bir yerde sunuluyor: 10
Improving prediction of secondary structure, local backbone angles and solvent accessible surface area of proteins by iterative deep learning
R Heffernan, K Paliwal, J Lyons, A Dehzangi, A Sharma, J Wang, A Sattar, ...
Scientific reports 5 (1), 11476, 2015
Zorunlu olanlar: Australian Research Council, National Health and Medical Research Council …
SPIDER2: a package to predict secondary structure, accessible surface area, and main-chain torsional angles by deep neural networks
Y Yang, R Heffernan, K Paliwal, J Lyons, A Dehzangi, A Sharma, J Wang, ...
Prediction of protein secondary structure, 55-63, 2017
Zorunlu olanlar: Australian Research Council, National Health and Medical Research Council …
Predicting backbone Cα angles and dihedrals from protein sequences by stacked sparse auto‐encoder deep neural network
J Lyons, A Dehzangi, R Heffernan, A Sharma, K Paliwal, A Sattar, Y Zhou, ...
Journal of computational chemistry 35 (28), 2040-2046, 2014
Zorunlu olanlar: National Health and Medical Research Council, Australia
Single‐sequence‐based prediction of protein secondary structures and solvent accessibility by deep whole‐sequence learning
R Heffernan, K Paliwal, J Lyons, J Singh, Y Yang, Y Zhou
Journal of computational chemistry 39 (26), 2210-2216, 2018
Zorunlu olanlar: Australian Research Council, National Health and Medical Research Council …
Highly accurate sequence-based prediction of half-sphere exposures of amino acid residues in proteins
R Heffernan, A Dehzangi, J Lyons, K Paliwal, A Sharma, J Wang, A Sattar, ...
Bioinformatics 32 (6), 843-849, 2016
Zorunlu olanlar: Australian Research Council, National Health and Medical Research Council …
SPIN2: Predicting sequence profiles from protein structures using deep neural networks
J O'Connell, Z Li, J Hanson, R Heffernan, J Lyons, K Paliwal, A Dehzangi, ...
Proteins: Structure, Function, and Bioinformatics 86 (6), 629-633, 2018
Zorunlu olanlar: Australian Research Council, National Health and Medical Research Council …
A segmentation-based method to extract structural and evolutionary features for protein fold recognition
A Dehzangi, K Paliwal, J Lyons, A Sharma, A Sattar
IEEE/ACM Transactions on Computational Biology and Bioinformatics 11 (3 …, 2014
Zorunlu olanlar: Australian Research Council
Proposing a highly accurate protein structural class predictor using segmentation-based features
A Dehzangi, K Paliwal, J Lyons, A Sharma, A Sattar
BMC genomics 15, 1-13, 2014
Zorunlu olanlar: Australian Research Council
Gram-positive and gram-negative subcellular localization using rotation forest and physicochemical-based features
A Dehzangi, S Sohrabi, R Heffernan, A Sharma, J Lyons, K Paliwal, ...
BMC bioinformatics 16, 1-8, 2015
Zorunlu olanlar: Australian Research Council
Proposing a highly accurate protein structural class predictor using segmentation-based
A Dehzangi, K Paliwal, J Lyons, A Sharma, A Sattar
Zorunlu olanlar: Australian Research Council
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