Overview
CellProfiler is a free, open-source software designed for quantitative analysis of biological images. It allows biologists to automatically and quantitatively measure diverse phenotypes from thousands of images in a high-throughput manner. The software uses a modular pipeline approach where users can load images, adjust settings, and export data to spreadsheets or databases. CellProfiler integrates machine learning algorithms enabling users to classify complex or subtle phenotypes. Key features include automated image processing, measurement of cellular characteristics, and exploration of data using CellProfiler Analyst. It enables researchers to automate image analysis tasks, extract meaningful biological information, and streamline research workflows, ultimately accelerating biological discovery.
Common tasks