(Q30383384)

14 August 2017

Protein Secondary Structure Prediction Using Deep Convolutional Neural Fields (English)

1 reference

protein structure prediction

14 August 2017

0 references

protein structure

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author name string

Sheng Wang

1

1 reference

14 August 2017

Jian Peng

2

1 reference

14 August 2017

Jianzhu Ma

3

1 reference

14 August 2017

Jinbo Xu

4

1 reference

14 August 2017

language of work or name

English

0 references

publication date

11 January 2016

1 reference

14 August 2017

1 reference

14 August 2017

6

1 reference

14 August 2017

18962

1 reference

JPred4: a protein secondary structure prediction server

14 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

A Deep Learning Network Approach to ab initio Protein Secondary Structure Prediction

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

CATH: comprehensive structural and functional annotations for genome sequences.

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

SSpro/ACCpro 5: almost perfect prediction of protein secondary structure and relative solvent accessibility using profiles, machine learning and structural similarity.

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

MRFalign: protein homology detection through alignment of Markov random fields

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

Critical assessment of methods of protein structure prediction (CASP)--round x

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

SCOP2 prototype: a new approach to protein structure mining

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

Protein threading using context-specific alignment potential

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

Assessment of the assessment: evaluation of the model quality estimates in CASP10

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

Protein structure alignment beyond spatial proximity

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

A large-scale evaluation of computational protein function prediction

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

The protein-folding problem, 50 years on.

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

Template-based protein structure modeling using the RaptorX web server.

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

A conditional neural fields model for protein threading

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

A position-specific distance-dependent statistical potential for protein structure and functional study

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

SPINE X: improving protein secondary structure prediction by multistep learning coupled with prediction of solvent accessible surface area and backbone torsion angles

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

Protein 8-class secondary structure prediction using conditional neural fields

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

QMEAN server for protein model quality estimation

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

Improving the prediction accuracy of residue solvent accessibility and real-value backbone torsion angles of proteins by guided-learning through a two-layer neural network.

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

CLePAPS: fast pair alignment of protein structures based on conformational letters.

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

I-TASSER server for protein 3D structure prediction

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

The universal protein resource (UniProt)

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

Predicting protein function from sequence and structure

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

Reducing the dimensionality of data with neural networks

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

Protein secondary structure prediction for a single-sequence using hidden semi-Markov models

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

IUPred: web server for the prediction of intrinsically unstructured regions of proteins based on estimated energy content

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

Predicting absolute contact numbers of native protein structure from amino acid sequence.

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

The PredictProtein server

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

The DISOPRED server for the prediction of protein disorder

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

MUSCLE: multiple sequence alignment with high accuracy and high throughput

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

Prediction of protein function from protein sequence and structure

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

The structure of proteins; two hydrogen-bonded helical configurations of the polypeptide chain

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

PISCES: a protein sequence culling server

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

Training products of experts by minimizing contrastive divergence

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

Improving the prediction of protein secondary structure in three and eight classes using recurrent neural networks and profiles.

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

Protein structure prediction and structural genomics

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

Bayesian segmentation of protein secondary structure.

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

Exploiting the past and the future in protein secondary structure prediction

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

Protein secondary structure prediction based on position-specific scoring matrices

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

A modified definition of Sov, a segment-based measure for protein secondary structure prediction assessment.

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

JPred: a consensus secondary structure prediction server

14 July 2018

2 references

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

14 July 2018

Gapped BLAST and PSI-BLAST: a new generation of protein database search programs

21 January 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

Assembly of protein tertiary structures from fragments with similar local sequences using simulated annealing and Bayesian scoring functions

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

Prediction of protein secondary structure at better than 70% accuracy

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

CLUSTAL W: improving the sensitivity of progressive multiple sequence alignment through sequence weighting, position-specific gap penalties and weight matrix choice

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

Protein structure--based drug design

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

Dictionary of protein secondary structure: pattern recognition of hydrogen-bonded and geometrical features

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

Prediction of protein secondary structure and active sites using the alignment of homologous sequences

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

CLUSTAL: a package for performing multiple sequence alignment on a microcomputer

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

Predicting the secondary structure of globular proteins using neural network models

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

Protein secondary structure prediction with a neural network

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

Improvements in protein secondary structure prediction by an enhanced neural network

14 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

A simple and fast secondary structure prediction method using hidden neural networks.

14 July 2018

1 reference

Preorganized secondary structure as an important determinant of fast protein folding

21 January 2018

1 reference

Protein secondary structure prediction based on an improved support vector machines approach

21 January 2018

1 reference

Secondary structure prediction with support vector machines.

21 January 2018

1 reference

A novel method for protein secondary structure prediction using dual-layer SVM and profiles.

21 January 2018

1 reference

A novel method of protein secondary structure prediction with high segment overlap measure: support vector machine approach.

21 January 2018

1 reference

Convolutional deep belief networks for scalable unsupervised learning of hierarchical representations

21 January 2018

1 reference

Protein secondary structure: category assignment and predictability

21 January 2018

1 reference

Length preferences and periodicity in beta-strands. Antiparallel edge beta-sheets are more likely to finish in non-hydrogen bonded rings.

21 January 2018

1 reference

On the limited memory BFGS method for large scale optimization

21 January 2018

1 reference

Sann: solvent accessibility prediction of proteins by nearest neighbor method

21 January 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

Prediction of protein secondary structure by the hidden Markov model.

26 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4707437

Advances in structure-based drug design

26 November 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/26752681

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1038/SREP18962

1 reference

Dimensions Publication ID

14 August 2017

1 reference

0 references

1 reference

14 August 2017

PubMed publication ID

26752681

1 reference