HistoImagePlot

HistoImagePlot creates side-by-side visualizations of tissue thumbnail images and HoverNet cell segmentation with colored cell type labels for exploratory analysis of histopathological images.


Key Features:

  • Automatic Image Retrieval: Automatically retrieves the thumbnail image associated with a HoverNet JSON file.
  • Segmentation Overlay: Overlays HoverNet segmentation data onto tissue thumbnail images.
  • Colored Cell Type Labels: Displays cell type labels with color coding in the visualization.
  • Side-by-Side Visualization: Generates paired visualizations of original tissue images and segmented cell data.
  • Bioconductor Integration: Integrates with the imageFeatureTCGA Bioconductor package.

Scientific Applications:

  • Histopathological Image Analysis: Supports researchers working with histopathological images in exploratory analysis workflows.
  • Cell Segmentation Visualization: Enables visual inspection and validation of HoverNet cell segmentation results.
  • Cancer Tissue Studies: Facilitates analysis of tissue samples through integration with TCGA-related image features via imageFeatureTCGA.

Methodology:

Automatically retrieves thumbnail images associated with HoverNet JSON files and overlays the segmentation data with colored cell type labels.

Collections

Details

License:
Artistic-2.0
Tool Type:
command-line tool, library
Operating Systems:
Linux, Mac, Windows
Programming Languages:
R
Added:
8/30/2026
Last Updated:
10/2/2026

Operations

Publications

Documentation

Downloads