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Author Details

Jinbo Xu
Toyota Technological Institute at Chicago
2003
92
37
PMIDPaper TitleJournal TitlePublished Year
36355462Improving protein structure prediction using templates and sequence embedding.Bioinformatics2023
37253017An end-to-end deep learning method for protein side-chain packing and inverse folding.Proc Natl Acad Sci U S A2023
37328552Improved the heterodimer protein complex prediction with protein language models.Brief Bioinform2023
37262156The landscape of tolerated genetic variation in humans and primates.Science2023
34755837Deep graph learning of inter-protein contacts.Bioinformatics2022
35576194Annotating functional effects of non-coding variants in neuropsychiatric cell types by deep transfer learning.PLoS Comput Biol2022
34891158A tale of solving two computational challenges in protein science: neoantigen prediction and protein structure prediction.Brief Bioinform2022
35073170ProALIGN: Directly Learning Alignments for Protein Structure Prediction via Exploiting Context-Specific Alignment Motifs.J Comput Biol2022
34882195Accurate protein function prediction via graph attention networks with predicted structure information.Brief Bioinform2022
33325480Improved protein model quality assessment by integrating sequential and pairwise features using deep learning.Bioinformatics2021
35321360Fast and effective protein model refinement using deep graph neural networks.Nat Comput Sci2021
33939695Deep template-based protein structure prediction.PLoS Comput Biol2021
33961022Study of real-valued distance prediction for protein structure prediction with deep learning.Bioinformatics2021
34368623Improved protein structure prediction by deep learning irrespective of co-evolution information.Nat Mach Intell2021
31583631A Web-Based Protocol for Interprotein Contact Prediction by Deep Learning.Methods Mol Biol2020
30559491Author Correction: Predicting the clinical impact of human mutation with deep neural networks.Nat Genet2019
30084960PredMP: a web server for de novo prediction and visualization of membrane proteins.Bioinformatics2019
31471916Analysis of distance-based protein structure prediction by deep learning in CASP13.Proteins2019
28845538Analysis of deep learning methods for blind protein contact prediction in CASP12.Proteins2018
30038395Predicting the clinical impact of human mutation with deep neural networks.Nat Genet2018
29949980Protein threading using residue co-variation and deep learning.Bioinformatics2018
30423091Predicting protein-protein interactions through sequence-based deep learning.Bioinformatics2018
30559359Microbiome characterization by high-throughput transfer RNA sequencing and modification analysis.Nat Commun2018
29618526Opportunities and obstacles for deep learning in biology and medicine.J R Soc Interface2018
29745828RaptorX-Angle: real-value prediction of protein backbone dihedral angles through a hybrid method of clustering and deep learning.BMC Bioinformatics2018
29790960ComplexContact: a web server for inter-protein contact prediction using deep learning.Nucleic Acids Res2018
28056090Accurate De Novo Prediction of Protein Contact Map by Ultra-Deep Learning Model.PLoS Comput Biol2017
29036497Forecasting residue-residue contact prediction accuracy.Bioinformatics2017
28991724A Sparse Learning Framework for Joint Effect Analysis of Copy Number Variants.IEEE/ACM Trans Comput Biol Bioinform2017
28957654Folding Membrane Proteins by Deep Transfer Learning.Cell Syst2017
26752681Protein Secondary Structure Prediction Using Deep Convolutional Neural Fields.Sci Rep2016
28884168AUC-Maximized Deep Convolutional Neural Fields for Protein Sequence Labeling.Mach Learn Knowl Discov Databases2016
26590263Lynx: a knowledge base and an analytical workbench for integrative medicine.Nucleic Acids Res2016
27587688AUCpreD: proteome-level protein disorder prediction by AUC-maximized deep convolutional neural fields.Bioinformatics2016
27587686ModuleAlign: module-based global alignment of protein-protein interaction networks.Bioinformatics2016
27428933Joint Alignment of Multiple Protein-Protein Interaction Networks via Convex Optimization.J Comput Biol2016
27112573RaptorX-Property: a web server for protein structure property prediction.Nucleic Acids Res2016
27112569CoinFold: a web server for protein contact prediction and contact-assisted protein folding.Nucleic Acids Res2016
25690896Inferential modeling of 3D chromatin structure.Nucleic Acids Res2015
26275894Protein contact prediction by integrating joint evolutionary coupling analysis and supervised learning.Bioinformatics2015
25844670Disease gene prioritization using network and feature.J Comput Biol2015
24292961High-throughput translational medicine: challenges and solutions.Adv Exp Med Biol2014
25161231HubAlign: an accurate and efficient method for global alignment of protein-protein interaction networks.Bioinformatics2014
24573471RaptorX server: a resource for template-based protein structure modeling.Methods Mol Biol2014
24689773Finding alternative expression quantitative trait loci by exploring sparse model space.J Comput Biol2014
24675572MRFalign: protein homology detection through alignment of Markov random fields.PLoS Comput Biol2014
24270788Lynx: a database and knowledge extraction engine for integrative medicine.Nucleic Acids Res2014
24297542Drug-target interaction prediction by integrating chemical, genomic, functional and pharmacological data.Pac Symp Biocomput2014
23486213Protein structure alignment beyond spatial proximity.Sci Rep2013
23812992Predicting protein contact map using evolutionary and physical constraints by integer programming.Bioinformatics2013
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Collaborators

University of Texas at Arlington
Co-authored papers 24
University of Illinois
Co-authored papers 16
Purdue University
Co-authored papers 9
Massachusetts Institute of Technology
Co-authored papers 8
King Abdullah University of Science and Technology (KAUST)
Co-authored papers 6
University of Chicago
Co-authored papers 4
Institute for Biophysical Dynamics, The University of Chicago
Co-authored papers 4
Co-authored papers 3
Hangzhou Institute of Medicine, Chinese Academy of Sciences
Co-authored papers 2
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Pfizer Global Research and Development La Jolla
Co-authored papers 2
University of Florida
Co-authored papers 2
Regeneron Pharmaceuticals
Co-authored papers 2
Korea Advanced Institute of Science and Technology
Co-authored papers 2
Drexel University
Co-authored papers 1
University of Southern Denmark
Co-authored papers 1
Stanford University.
Co-authored papers 1
Co-authored papers 1
Georgetown University Medical Center
Co-authored papers 1
Broad Institute of Harvard and MIT
Co-authored papers 1
University of Colorado Anschutz Medical Campus
Co-authored papers 1
Co-authored papers 1
University of Pennsylvania
Co-authored papers 1
University of Wisconsin
Co-authored papers 1
Broad Institute of MIT and Harvard
Co-authored papers 1
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Lewis-Sigler Institute for Integrative Genomics, Princeton University
Co-authored papers 1
Inc. San Diego
Co-authored papers 1