BMC Bioinformatics · 2018 · 193 citations · 16 references
ComputingToxicologyVisualizationData VisualizationInteractive VisualizationVisual AnalyticsApplication Programming InterfacesHigh-dimensional Data VisualizationInteractive Data AnalysisInteractive Data ExplorationVisual Analytics For Scientific DataVisual Data ExplorationData Exploration InterfacesData Synthesis From Multiple SourcesExplorationExploratory Data Analysis InterfacesInteractive Data VisualizationInteractive Visual AnalyticsInteractive Visualization InterfacesModular Design
BACKGROUND: Drawing integrated conclusions from diverse source data requires synthesis across multiple types of information. The ToxPi (Toxicological Prioritization Index) is an analytical framework that was developed to enable integration of multiple sources of evidence by transforming data into integrated, visual profiles. Methodological improvements have advanced ToxPi and expanded its applicability, necessitating a new, consolidated software platform to provide functionality, while preserving flexibility for future updates. RESULTS: We detail the implementation of a new graphical user interface for ToxPi (Toxicological Prioritization Index) that provides interactive visualization, analysis, reporting, and portability. The interface is deployed as a stand-alone, platform-independent Java application, with a modular design to accommodate inclusion of future analytics. The new ToxPi interface introduces several features, from flexible data import formats (including legacy formats that permit backward compatibility) to similarity-based clustering to options for high-resolution graphical output. CONCLUSIONS: We present the new ToxPi interface for dynamic exploration, visualization, and sharing of integrated data models. The ToxPi interface is freely-available as a single compressed download that includes the main Java executable, all libraries, example data files, and a complete user manual from http://toxpi.org .
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R: A Language and Environment for Statistical Computing
R Core Team · 2000 · 353K citations · Full text
Natural Sciences, Computer Science, Statistical Computing +10
The Visual Display of Quantitative Information
Edward Mulrow · Technometrics · 2002 · 1.6K citations
Carcinogenicity of tetrachlorvinphos, parathion, malathion, diazinon, and glyphosate
Kathryn Z. Guyton, Dana Loomis, Yann Grosse et al. · The Lancet Oncology · 2015 · 936 citations