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Graphic user interface (GUI)-based visualization applications have been boosting the multidimensional data mining from complicated biomedical sources for biologists and clinicians who lack programming knowledge, as well as experienced bioinformatics researchers. Currently, the publication-ready functions for biomedical data visualization and modeling are comparatively inferior in the state-of-art omics-based platforms, whereas the demand for visualization-based data modeling is growing. Here, a pool of biomedical visualization and modeling functions (200+), and proposed a scalable and emerging one-stop web platform, Hiplot (, with versatile task plugins, such as basic statistics, regression, clustering, genomics, transcriptomics, time series, meta-analysis, and clinical modeling. It provides more simple web and command-line interfaces compared with other similar platforms, and is supported and maintained by the openbiox open source community.

Run the Shiny App!!!


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