GPU-based, interactive exploration of large spatiotemporal climate networks.
Sign Up to like & getrecommendations! Published in 2023 at "Chaos"
DOI: 10.1063/5.0131933
Abstract: This paper introduces the Graphics Processing Unit (GPU)-based tool Geo-Temporal eXplorer (GTX), integrating a set of highly interactive techniques for visual analytics of large geo-referenced complex networks from the climate research domain. The visual exploration… read more here.
Keywords: climate; exploration large; interactive exploration; gpu based ... See more keywords
The Omics Dashboard for interactive exploration of gene-expression data
Sign Up to like & getrecommendations! Published in 2017 at "Nucleic Acids Research"
DOI: 10.1093/nar/gkx910
Abstract: Abstract The Omics Dashboard is a software tool for interactive exploration and analysis of gene-expression datasets. The Omics Dashboard is organized as a hierarchy of cellular systems. At the highest level of the hierarchy the… read more here.
Keywords: expression data; omics dashboard; gene expression; interactive exploration ... See more keywords
RegressionExplorer: Interactive Exploration of Logistic Regression Models with Subgroup Analysis
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Visualization and Computer Graphics"
DOI: 10.1109/tvcg.2018.2865043
Abstract: We present RegressionExplorer, a Visual Analytics tool for the interactive exploration of logistic regression models. Our application domain is Clinical Biostatistics, where models are derived from patient data with the aim to obtain clinically meaningful… read more here.
Keywords: logistic regression; regressionexplorer; regression models; exploration logistic ... See more keywords
CohortVA: A Visual Analytic System for Interactive Exploration of Cohorts based on Historical Data
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Visualization and Computer Graphics"
DOI: 10.1109/tvcg.2022.3209483
Abstract: In history research, cohort analysis seeks to identify social structures and figure mobilities by studying the group-based behavior of historical figures. Prior works mainly employ automatic data mining approaches, lacking effective visual explanation. In this… read more here.
Keywords: interactive exploration; cohortva visual; exploration; visual analytic ... See more keywords
Interactive Exploration of Longitudinal Cancer Patient Histories Extracted From Clinical Text
Sign Up to like & getrecommendations! Published in 2020 at "JCO Clinical Cancer Informatics"
DOI: 10.1200/cci.19.00115
Abstract: PURPOSE Retrospective cancer research requires identification of patients matching both categorical and temporal inclusion criteria, often on the basis of factors exclusively available in clinical notes. Although natural language processing approaches for inferring higher-level concepts… read more here.
Keywords: patient; cancer; exploration longitudinal; longitudinal cancer ... See more keywords
ExploreModelMatrix: Interactive exploration for improved understanding of design matrices and linear models in R
Sign Up to like & getrecommendations! Published in 2020 at "F1000Research"
DOI: 10.12688/f1000research.24187.2
Abstract: Linear and generalized linear models are used extensively in many scientific fields, to model observed data and as the basis for hypothesis tests. The use of such models requires specification of a design matrix, and… read more here.
Keywords: design matrices; matrices linear; interactive exploration; linear models ... See more keywords