Histolab Pathology Imaging

Histolab is a specialized library for digital pathology that streamlines the complex process of handling gigapixel whole slide images (WSI). It provides automated tissue segmentation to filter out background artifacts, multiple tiling strategies—including Random, Grid, and Score-based—for robust dataset creation, and a comprehensive suite of preprocessing filters. By simplifying WSI management and tile-based analysis, this skill allows researchers and developers to efficiently prepare high-quality datasets for deep learning models without manual image processing overhead.

主要功能

使用场景