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
- Source codehttps://github.com/waldronlab/HistoImagePlot