Machine Learning for Protein Structure and Function Prediction

Annual Reports in Computational Chemistry ◽

10.1016/s1574-1400(08)00003-0 ◽

2008 ◽

pp. 41-66 ◽

Author(s):

Robert Ezra Langlois ◽

Hui Lu

Keyword(s):

Machine Learning ◽

Protein Structure ◽

Structure And Function ◽

Function Prediction ◽

Protein Structure And Function ◽

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I-TASSER gateway: A protein structure and function prediction server powered by XSEDE

Future Generation Computer Systems ◽

10.1016/j.future.2019.04.011 ◽

2019 ◽

Vol 99 ◽

pp. 73-85 ◽

Author(s):

Wei Zheng ◽

Chengxin Zhang ◽

Eric W. Bell ◽

Yang Zhang

Keyword(s):

Protein Structure ◽

Structure And Function ◽

Function Prediction ◽

Protein Structure And Function ◽

Prediction Server ◽

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I-TASSER: a unified platform for automated protein structure and function prediction

Nature Protocols ◽

10.1038/nprot.2010.5 ◽

2010 ◽

Vol 5 (4) ◽

pp. 725-738 ◽

Cited By ~ 3704

Author(s):

Ambrish Roy ◽

Alper Kucukural ◽

Yang Zhang

Keyword(s):

Protein Structure ◽

Structure And Function ◽

Function Prediction ◽

Protein Structure And Function ◽

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Neural networks for protein structure and function prediction and dynamic analysis

Biophysical Reviews ◽

10.1007/s12551-020-00685-6 ◽

2020 ◽

Vol 12 (2) ◽

pp. 569-573 ◽

Author(s):

Yuko Tsuchiya ◽

Kentaro Tomii

Keyword(s):

Neural Networks ◽

Protein Structure ◽

Dynamic Analysis ◽

Structure And Function ◽

Function Prediction ◽

Protein Structure And Function ◽

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Protein Structure and Function Prediction Using I‐TASSER

Current Protocols in Bioinformatics ◽

10.1002/0471250953.bi0508s52 ◽

2015 ◽

Vol 52 (1) ◽

Author(s):

Jianyi Yang ◽

Yang Zhang

Keyword(s):

Protein Structure ◽

Structure And Function ◽

Function Prediction ◽

Protein Structure And Function ◽

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A Protocol for Computer-Based Protein Structure and Function Prediction

Journal of Visualized Experiments ◽

10.3791/3259 ◽

2011 ◽

Author(s):

Ambrish Roy ◽

Dong Xu ◽

Jonathan Poisson ◽

Yang Zhang

Keyword(s):

Protein Structure ◽

Structure And Function ◽

Function Prediction ◽

Protein Structure And Function ◽

Computer Based ◽

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Protein structure and function prediction from physical chemical principles and database analysis

10.2172/804719 ◽

2002 ◽

Author(s):

Barry Honig

Keyword(s):

Protein Structure ◽

Structure And Function ◽

Function Prediction ◽

Database Analysis ◽

Protein Structure And Function ◽

Physical Chemical ◽

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The I-TASSER Suite: protein structure and function prediction

Nature Methods ◽

10.1038/nmeth.3213 ◽

2014 ◽

Vol 12 (1) ◽

pp. 7-8 ◽

Cited By ~ 2610

Author(s):

Jianyi Yang ◽

Renxiang Yan ◽

Ambrish Roy ◽

Dong Xu ◽

Jonathan Poisson ◽

...

Keyword(s):

Protein Structure ◽

Structure And Function ◽

Function Prediction ◽

Protein Structure And Function ◽

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Geometric Models of Protein Structure and Function Prediction

Models and Algorithms for Biomolecules and Molecular Networks ◽

10.1002/9781119162254.ch01 ◽

2016 ◽

pp. 1-28

Keyword(s):

Protein Structure ◽

Structure And Function ◽

Function Prediction ◽

Protein Structure And Function ◽

Geometric Models ◽

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Protein Structure and Function Prediction of SARS-CoV 2: Prospective Antivirus Active Drug Binding Sites

IOP Conference Series Materials Science and Engineering ◽

10.1088/1757-899x/1170/1/012003 ◽

2021 ◽

Vol 1170 (1) ◽

pp. 012003

Author(s):

Shivi Sharma ◽

Shefali Maheshwari

Keyword(s):

Protein Structure ◽

Binding Sites ◽

Active Drug ◽

Structure And Function ◽

Function Prediction ◽

Drug Binding ◽

Protein Structure And Function ◽

Drug Binding Sites ◽

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Neural network based prediction of protein structure and Function: Comparison with other machine learning methods

2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) ◽

10.1109/ijcnn.2008.4634033 ◽

2008 ◽

Author(s):

M. Michael Gromiha ◽

Shandar Ahmad ◽

Makiko Suwa

Keyword(s):

Neural Network ◽

Machine Learning ◽

Protein Structure ◽

Structure And Function ◽

Protein Structure And Function ◽

Learning Methods ◽

Machine Learning Methods ◽

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