Jean Y. H. Yang
Orcid: 0000-0002-5271-2603Affiliations:
- University of Sydney, Charles Perkins Centre, NSW, Australia
According to our database1,
Jean Y. H. Yang
authored at least 44 papers
between 2001 and 2023.
Collaborative distances:
Collaborative distances:
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on orcid.org
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Bibliography
2023
Benchmarking of analytical combinations for COVID-19 outcome prediction using single-cell RNA sequencing data.
Briefings Bioinform., May, 2023
Deep multimodal graph-based network for survival prediction from highly multiplexed images and patient variables.
Comput. Biol. Medicine, March, 2023
scSTAR reveals hidden heterogeneity with a real-virtual cell pair structure across conditions in single-cell RNA sequencing data.
Briefings Bioinform., March, 2023
2022
Scalable workflow for characterization of cell-cell communication in COVID-19 patients.
PLoS Comput. Biol., October, 2022
scFeatures: multi-view representations of single-cell and spatial data for disease outcome prediction.
Bioinform., October, 2022
Cross-Platform Omics Prediction procedure: a statistical machine learning framework for wider implementation of precision medicine.
npj Digit. Medicine, 2022
The health digital twin to tackle cardiovascular disease - a review of an emerging interdisciplinary field.
npj Digit. Medicine, 2022
2021
Nat. Comput. Sci., 2021
2020
BMC Bioinform., 2020
2019
BMC Bioinform., December, 2019
AdaSampling for Positive-Unlabeled and Label Noise Learning With Bioinformatics Applications.
IEEE Trans. Cybern., 2019
Neuroinformatics, 2019
bcGST - an interactive bias-correction method to identify over-represented gene-sets in boutique arrays.
Bioinform., 2019
Briefings Bioinform., 2019
Proceedings of the IEEE Pacific Visualization Symposium, 2019
2018
CoRR, 2018
2017
Integrative analysis identifies co-dependent gene expression regulation of BRG1 and CHD7 at distal regulatory sites in embryonic stem cells.
Bioinform., 2017
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
2016
Comput. Biol. Chem., 2016
Integrated single cell data analysis reveals cell specific networks and novel coactivation markers.
BMC Syst. Biol., 2016
Positive-unlabeled ensemble learning for kinase substrate prediction from dynamic phosphoproteomics data.
Bioinform., 2016
2015
Knowledge-Based Analysis for Detecting Key Signaling Events from Time-Series Phosphoproteomics Data.
PLoS Comput. Biol., 2015
ClassifyR: an R package for performance assessment of classification with applications to transcriptomics.
Bioinform., 2015
Inferring data-specific micro-RNA function through the joint ranking of micro-RNA and pathways from matched micro-RNA and gene expression data.
Bioinform., 2015
2014
Network-based biomarkers enhance classical approaches to prognostic gene expression signatures.
BMC Syst. Biol., 2014
Direction pathway analysis of large-scale proteomics data reveals novel features of the insulin action pathway.
Bioinform., 2014
2013
Improved moderation for gene-wise variance estimation in RNA-Seq via the exploitation of external information.
BMC Genom., 2013
BMC Bioinform., 2013
Latin square dataset for evaluating the accuracy of mass spectrometry-based protein identification and quantification.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013
2012
Improving X!Tandem on Peptide Identification from Mass Spectrometry by Self-Boosted Percolator.
IEEE ACM Trans. Comput. Biol. Bioinform., 2012
2011
Two-Step Cross-Entropy Feature Selection for Microarrays - Power Through Complementarity.
IEEE ACM Trans. Comput. Biol. Bioinform., 2011
2010
Bioinform., 2010
2007
Bioinform., 2007
2005
Analysis of a Splice Array Experiment Elucidates Roles of Chromatin Elongation Factor Spt4-5 in Splicing.
PLoS Comput. Biol., 2005
Identifying differentially expressed genes from microarray experiments via statistic synthesis.
Bioinform., 2005
2001