Joshua M. Stuart

Orcid: 0000-0002-2171-565X

According to our database1, Joshua M. Stuart authored at least 35 papers between 1998 and 2021.

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Bibliography

2021
Accurate cancer phenotype prediction with AKLIMATE, a stacked kernel learner integrating multimodal genomic data and pathway knowledge.
PLoS Comput. Biol., 2021

2020
Analyses of non-coding somatic drivers in 2,658 cancer whole genomes.
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Nat., 2020

Using Transcriptional Signatures to Find Cancer Drivers with LURE.
Proceedings of the Pacific Symposium on Biocomputing 2020, 2020

2019
PLATYPUS: A Multiple-View Learning Predictive Framework for Cancer Drug Sensitivity Prediction.
Proceedings of the Biocomputing 2019: Proceedings of the Pacific Symposium, 2019

2018
Germline contamination and leakage in whole genome somatic single nucleotide variant detection.
BMC Bioinform., 2018

Valection: design optimization for validation and verification studies.
BMC Bioinform., 2018

2017
Tracing Co-Regulatory Network Dynamics in Noisy, Single-Cell Transcriptome Trajectories.
Proceedings of the Biocomputing 2017: Proceedings of the Pacific Symposium, 2017

2016
Pathway-Based Genomics Prediction using Generalized Elastic Net.
PLoS Comput. Biol., 2016

One-Class Detection of Cell States in Tumor Subtypes.
Proceedings of the Biocomputing 2016: Proceedings of the Pacific Symposium, 2016

2015
The NIH BD2K center for big data in translational genomics.
J. Am. Medical Informatics Assoc., 2015

Session Introduction.
Proceedings of the Biocomputing 2015: Proceedings of the Pacific Symposium, 2015

2014
Session Introduction.
Proceedings of the Biocomputing 2014: Proceedings of the Pacific Symposium, 2014

2013
The UCSC Interaction Browser: multidimensional data views in pathway context.
Nucleic Acids Res., 2013

The UCSC Cancer Genomics Browser: update 2013.
Nucleic Acids Res., 2013

Discovering causal pathways linking genomic events to transcriptional states using Tied Diffusion Through Interacting Events (TieDIE).
Bioinform., 2013

Session Introduction.
Proceedings of the Biocomputing 2013: Proceedings of the Pacific Symposium, 2013

2012
PARADIGM-SHIFT predicts the function of mutations in multiple cancers using pathway impact analysis.
Bioinform., 2012

Session Introduction.
Proceedings of the Biocomputing 2012: Proceedings of the Pacific Symposium, 2012

2011
The UCSC cancer genomics browser: update 2011.
Nucleic Acids Res., 2011

2010
Inference of patient-specific pathway activities from multi-dimensional cancer genomics data using PARADIGM.
Bioinform., 2010

2009
A Factor Graph Nested Effects Model To Identify Networks from Genetic Perturbations.
PLoS Comput. Biol., 2009

Core stemness mechanisms revealed through homology.
BMC Bioinform., 2009

Inferring Disease-Related Pathways Using A Probabilistic Epistasis Model.
Proceedings of the Biocomputing 2009: Proceedings of the Pacific Symposium, 2009

2008
Information-based methods for predicting gene function from systematic gene knock-downs.
BMC Bioinform., 2008

2007
VisANT 3.0: new modules for pathway visualization, editing, prediction and construction.
Nucleic Acids Res., 2007

A search engine to identify pathway genes from expression data on multiple organisms.
BMC Syst. Biol., 2007

GenMAPP 2: new features and resources for pathway analysis.
BMC Bioinform., 2007

Recommending Pathway Genes Using a Compendium of Clustering Solutions.
Proceedings of the Biocomputing 2007, 2007

2005
Discovering Functional Transcription Factor Binding from Superimposed Gene Networks.
Proceedings of the Fourth International IEEE Computer Society Computational Systems Bioinformatics Conference Workshops & Poster Abstracts, 2005

Biological Pathway Prediction from Multiple Data Sources Using Iterative Bayesian Updating.
Proceedings of the Fourth International IEEE Computer Society Computational Systems Bioinformatics Conference Workshops & Poster Abstracts, 2005

A Novel Quartet-Based Method for Phylogenetic Inference.
Proceedings of the Fourth International IEEE Computer Society Computational Systems Bioinformatics Conference Workshops & Poster Abstracts, 2005

2002
PharmGKB: the Pharmacogenetics Knowledge Base.
Nucleic Acids Res., 2002

Ontology Development for a Pharmacogenetics Knowledge Base.
Proceedings of the 7th Pacific Symposium on Biocomputing, 2002

2000
Pattern Recognition of Genomic Features with Microarrays: Site Typing of Mycobacterium Tuberculosis Strains.
Proceedings of the Eighth International Conference on Intelligent Systems for Molecular Biology, 2000

1998
Learning the Grammar of Dance.
Proceedings of the Fifteenth International Conference on Machine Learning (ICML 1998), 1998


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