Guanglan Zhang

Orcid: 0000-0001-6010-490X

According to our database1, Guanglan Zhang authored at least 41 papers between 2002 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2021
CovidCTNet: an open-source deep learning approach to diagnose covid-19 using small cohort of CT images.
npj Digit. Medicine, 2021

TANTIGEN 2.0: a knowledge base of tumor T cell antigens and epitopes.
BMC Bioinform., 2021

Blockchain Technology in Healthcare: A Scientific and Technological Driving Force.
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

Applications of single cell profiles of PBMC: Improvements of cell type classification.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Classification of Single Cell Types using Small Sets of Expressed Genes: Comparative Analysis of Supervised Machine Learning Methods.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Examining Mental Illness Trends in the United States From 2006 to 2019.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Correctness of Cell Labels in Public Single Cell Transcriptomics Datasets.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020
CovidCTNet: An Open-Source Deep Learning Approach to Identify Covid-19 Using CT Image.
CoRR, 2020

Classification of PBMC cell types using scRNAseq, ANN, and incremental learning.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

Prediction of PBMC Cell Types Using scRNAseq Reference Profiles.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

Single-cell mRNA Profiles in PBMC.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

A Review of Telemedicine in time of COVID-19.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

Artificial Neural Network System for Cell Classification using Single Cell RNA Expression.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019
Extraction of Immune Epitope Information.
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 3, 2019

TANTIGEN 2.0: an online database and analysis platform for tumor T cell antigens.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Classification of Five Cell Types from PBMC Samples using Single Cell Transcriptomics and Artificial Neural Networks.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

2018
序列模式挖掘在通信网络告警预测中的应用 (Application of Sequence Pattern Mining in Communication Network Alarm Prediction).
计算机科学, 2018

Computational modeling approach to suggest possible therapeutic interventions in spinal muscular atrophy.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
MCVdb: A database for knowledge discovery in Merkel cell polyomavirus with applications in T cell immunology and vaccinology.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2014
HPVdb: a data mining system for knowledge discovery in human papillomavirus with applications in T cell immunology and vaccinology.
Database J. Biol. Databases Curation, 2014

Antidote application: an educational system for treatment of common toxin overdose.
Proceedings of the 5th ACM Conference on Bioinformatics, 2014

2013
Landscape of neutralizing assessment of monoclonal antibodies against dengue virus.
Proceedings of the ACM Conference on Bioinformatics, 2013

Biomarkers in Immunology: from Concepts to Applications.
Proceedings of the ACM Conference on Bioinformatics, 2013

2011
A cDNA microarray for rapid and economical identification of HLA profiles of individuals.
Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011

Visualization tools for presenting and analysis of global landscapes of vaccine targets.
Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011

Probe design optimization of HLA microarray: Data cleaning of probe signals from cDNA tiling microarray: Outlier detection, noise reduction, and identification of uninformative probes in HLA typing application.
Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011

PRED<sup>mafa</sup>: a system for prediction of peptide binding to several MHC class I molecules in cynomolgus macaques.
Proceedings of the ACM International Conference on Bioinformatics, 2011

2008
Computational discovery of vaccine targets
PhD thesis, 2008

Hotspot Hunter: a computational system for large-scale screening and selection of candidate immunological hotspots in pathogen proteomes.
BMC Bioinform., 2008

Evaluation of MHC-II peptide binding prediction servers: applications for vaccine research.
BMC Bioinform., 2008

2007
AllerTool: a web server for predicting allergenicity and allergic cross-reactivity in proteins.
Bioinform., 2007

2006
Prediction of HLA-DQ3.2ß Ligands: evidence of multiple registers in class II binding peptides.
Bioinform., 2006

Extreme Learning Machine for Predicting HLA-Peptide Binding.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

2005
PRED<sup>BALB/c</sup>: a system for the prediction of peptide binding to H2<sup>d</sup> molecules, a haplotype of the BALB/c mouse.
Nucleic Acids Res., 2005

MULTIPRED: a computational system for prediction of promiscuous HLA binding peptides.
Nucleic Acids Res., 2005

Neural Models for Predicting Viral Vaccine Targets.
J. Bioinform. Comput. Biol., 2005

Predictive Vaccinology: Optimisation of Predictions Using Support Vector Machine Classifiers.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2005

2004
Prediction of class I T-cell epitopes: evidence of presence of immunological hot spots inside antigens.
Proceedings of the Proceedings Twelfth International Conference on Intelligent Systems for Molecular Biology/Third European Conference on Computational Biology 2004, 2004

2003
FIE2: a program for the extraction of genomic DNA sequences around the start and translation initiation site of human genes.
Nucleic Acids Res., 2003

2002
Information and sequence extraction around the 5'-end and translation initiation site of human genes.
Silico Biol., 2002

Dragon Promoter Finder: recognition of vertebrate RNA polymerase II promoters.
Bioinform., 2002


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