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Author Details
Full Name
Jinbo Xu
Affiliation
Toyota Technological Institute at Chicago
ORCID
Career Start Year
2003
Papers
92
H Index
37
Expertise
CM4AI Collaborator
PMID
Paper Title
Journal Title
Published Year
36355462
Improving protein structure prediction using templates and sequence embedding.
Bioinformatics
2023
37253017
An end-to-end deep learning method for protein side-chain packing and inverse folding.
Proc Natl Acad Sci U S A
2023
37328552
Improved the heterodimer protein complex prediction with protein language models.
Brief Bioinform
2023
37262156
The landscape of tolerated genetic variation in humans and primates.
Science
2023
34755837
Deep graph learning of inter-protein contacts.
Bioinformatics
2022
35576194
Annotating functional effects of non-coding variants in neuropsychiatric cell types by deep transfer learning.
PLoS Comput Biol
2022
34891158
A tale of solving two computational challenges in protein science: neoantigen prediction and protein structure prediction.
Brief Bioinform
2022
35073170
ProALIGN: Directly Learning Alignments for Protein Structure Prediction via Exploiting Context-Specific Alignment Motifs.
J Comput Biol
2022
34882195
Accurate protein function prediction via graph attention networks with predicted structure information.
Brief Bioinform
2022
33325480
Improved protein model quality assessment by integrating sequential and pairwise features using deep learning.
Bioinformatics
2021
35321360
Fast and effective protein model refinement using deep graph neural networks.
Nat Comput Sci
2021
33939695
Deep template-based protein structure prediction.
PLoS Comput Biol
2021
33961022
Study of real-valued distance prediction for protein structure prediction with deep learning.
Bioinformatics
2021
34368623
Improved protein structure prediction by deep learning irrespective of co-evolution information.
Nat Mach Intell
2021
31583631
A Web-Based Protocol for Interprotein Contact Prediction by Deep Learning.
Methods Mol Biol
2020
30559491
Author Correction: Predicting the clinical impact of human mutation with deep neural networks.
Nat Genet
2019
30084960
PredMP: a web server for de novo prediction and visualization of membrane proteins.
Bioinformatics
2019
31471916
Analysis of distance-based protein structure prediction by deep learning in CASP13.
Proteins
2019
28845538
Analysis of deep learning methods for blind protein contact prediction in CASP12.
Proteins
2018
30038395
Predicting the clinical impact of human mutation with deep neural networks.
Nat Genet
2018
29949980
Protein threading using residue co-variation and deep learning.
Bioinformatics
2018
30423091
Predicting protein-protein interactions through sequence-based deep learning.
Bioinformatics
2018
30559359
Microbiome characterization by high-throughput transfer RNA sequencing and modification analysis.
Nat Commun
2018
29618526
Opportunities and obstacles for deep learning in biology and medicine.
J R Soc Interface
2018
29745828
RaptorX-Angle: real-value prediction of protein backbone dihedral angles through a hybrid method of clustering and deep learning.
BMC Bioinformatics
2018
29790960
ComplexContact: a web server for inter-protein contact prediction using deep learning.
Nucleic Acids Res
2018
28056090
Accurate De Novo Prediction of Protein Contact Map by Ultra-Deep Learning Model.
PLoS Comput Biol
2017
29036497
Forecasting residue-residue contact prediction accuracy.
Bioinformatics
2017
28991724
A Sparse Learning Framework for Joint Effect Analysis of Copy Number Variants.
IEEE/ACM Trans Comput Biol Bioinform
2017
28957654
Folding Membrane Proteins by Deep Transfer Learning.
Cell Syst
2017
26752681
Protein Secondary Structure Prediction Using Deep Convolutional Neural Fields.
Sci Rep
2016
28884168
AUC-Maximized Deep Convolutional Neural Fields for Protein Sequence Labeling.
Mach Learn Knowl Discov Databases
2016
26590263
Lynx: a knowledge base and an analytical workbench for integrative medicine.
Nucleic Acids Res
2016
27587688
AUCpreD: proteome-level protein disorder prediction by AUC-maximized deep convolutional neural fields.
Bioinformatics
2016
27587686
ModuleAlign: module-based global alignment of protein-protein interaction networks.
Bioinformatics
2016
27428933
Joint Alignment of Multiple Protein-Protein Interaction Networks via Convex Optimization.
J Comput Biol
2016
27112573
RaptorX-Property: a web server for protein structure property prediction.
Nucleic Acids Res
2016
27112569
CoinFold: a web server for protein contact prediction and contact-assisted protein folding.
Nucleic Acids Res
2016
25690896
Inferential modeling of 3D chromatin structure.
Nucleic Acids Res
2015
26275894
Protein contact prediction by integrating joint evolutionary coupling analysis and supervised learning.
Bioinformatics
2015
25844670
Disease gene prioritization using network and feature.
J Comput Biol
2015
24292961
High-throughput translational medicine: challenges and solutions.
Adv Exp Med Biol
2014
25161231
HubAlign: an accurate and efficient method for global alignment of protein-protein interaction networks.
Bioinformatics
2014
24573471
RaptorX server: a resource for template-based protein structure modeling.
Methods Mol Biol
2014
24689773
Finding alternative expression quantitative trait loci by exploring sparse model space.
J Comput Biol
2014
24675572
MRFalign: protein homology detection through alignment of Markov random fields.
PLoS Comput Biol
2014
24270788
Lynx: a database and knowledge extraction engine for integrative medicine.
Nucleic Acids Res
2014
24297542
Drug-target interaction prediction by integrating chemical, genomic, functional and pharmacological data.
Pac Symp Biocomput
2014
23486213
Protein structure alignment beyond spatial proximity.
Sci Rep
2013
23812992
Predicting protein contact map using evolutionary and physical constraints by integer programming.
Bioinformatics
2013
1 - 50 of 92
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