Analyze whole-slide images and train deep learning models for pathology.
npx skills add https://github.com/hxk622/TokenDance --skill pathml-hxk622
Please help me install this Agent Skill. Skill: pathml Source: https://github.com/hxk622/TokenDance/tree/main/backend/app/skills/builtin/scientific/clinical/pathml Command: npx skills add https://github.com/hxk622/TokenDance --skill pathml-hxk622
This Skill streamlines complex computational pathology workflows, enabling advanced analysis of whole-slide images for research and clinical applications.
Use the pathml skill to load the whole-slide image at '/path/to/slide.svs' and generate tiles.
High-intent search queries and answers about installing and using this skill.
Whole-slide image analysis supports loading and processing over 160 diverse slide formats for research and clinical applications. You can generate tiles from whole-slide images to prepare complex pathology data for downstream machine learning workflows.
You can train and deploy deep learning models for nucleus segmentation and classification. The toolkit integrates with deep learning frameworks to process complex pathology data and build ML models for advanced tissue analysis.
Multiparametric imaging analysis supports spatial proteomics data from CODEX, Vectra, and MERFISH platforms. You can quantify protein expression across thousands of cells in multiple tissue samples and build spatial graphs for machine learning analysis.
Tissue graph construction is built directly into the computational pathology workflow, allowing you to build spatial graphs from segmented nuclei and quantified protein expression data for advanced machine learning analysis.
WSI analysis does not restrict you to specific formats, as the toolkit supports loading and processing over 160 diverse whole-slide image formats for both research and clinical pathology applications.
yf8578Load and preprocess whole-slide images from over 160 formats.
jackspaceAnalyze whole-slide pathology images and multiparametric imaging data for computational pathology workflows.
robotlearning123Load whole-slide images, preprocess, and construct spatial graphs for pathology.
Zeyuyang-0420Analyze whole-slide images and train machine learning models on pathology data.
