Process whole slide images for tissue detection and tile extraction.
npx skills add https://github.com/felixboehm/biochem-allergy --skill histolab-felixboehm
Please help me install this Agent Skill. Skill: histolab Source: https://github.com/felixboehm/biochem-allergy/tree/main/.claude/skills/histolab Command: npx skills add https://github.com/felixboehm/biochem-allergy --skill histolab-felixboehm
This Skill simplifies the complex and time-consuming process of analyzing large digital pathology slides, enabling efficient tissue detection, tile extraction, and preprocessing for machine learning.
Use the histolab skill to extract 100 random 512x512 tiles from the slide located at '/path/to/your/slide.svs'.
High-intent search queries and answers about installing and using this skill.
To extract tiles from whole slide images, you can use automated tissue detection combined with flexible tile extraction strategies like random, grid, or score-based methods to generate datasets for machine learning applications.
Automated tissue detection and segmentation in digital pathology slides is supported through mask generation, allowing you to identify tissue regions and filter out artifacts before extracting tiles.
Whole slide imaging processing supports various WSI formats and utilizes Python libraries like OpenSlide and OpenCV for slide loading, image preprocessing, and stain normalization.
The best way to preprocess H&E stained slides is by applying image filtering techniques for stain normalization and artifact removal, ensuring clean tissue tiles are extracted for model training.
You can visualize tile extraction locations and tissue masks using built-in visualization tools that preview masks, tile locations, and extraction results directly on the pathology slide images.
robinbarvaagProcess whole slide images and extract tissue tiles for deep learning datasets.
pradyumnasagarAutomate whole-slide image processing, annotation, cell detection, and pixel classification with QuPath.
youyinnnAutomate tissue detection and tile extraction from whole slide images.
sanand0Process whole slide images for tissue detection, segmentation, and tile extraction.
