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Thinking like an image analyst, Part III: Enhancing fibers for detection

Pearl V. Ryder In the previous blog post in this series, I demonstrated how I masked out debris that was brighter than the fibers of interest. In this post, I’ll walk through how I enhanced the fibers in order to increase their brightness and decreased the background intensity of the images. If you...

Input Modules Tutorial

Barbara Diaz-Rohrer If you are working with single-channel images, you can just drag a few images into CellProfiler and start making your pipeline. Most of us, however, have images with multiple channels or more complex image metadata that you need to tell CellProfiler how to identify.The tutorial...

Best Practices for Jupyter Notebook

When you are new to the coding world, a lot of new information can be overwhelming. Staying organized might help ease the learning process. This blog post is about simple ways to organize your Jupyter notebooks to make them more reproducible and user-friendly. First, let me begin by introducing the...

Microscopy in the cloud: CellProfiler and Cell Painting on Terra

Microscopy in the cloud: CellProfiler and Cell Painting on Terra Authors: Carmen Diaz Verdugo, Stephen Fleming, Nicole Deflaux and Amy Unruh Carmen Diaz Verdugo is a Computational Scientist in the Precision Cardiology Lab, and a member of Patrick Ellinor’s group. Stephen Fleming is a Senior Machine...

Docker for Biologists

Docker is discussed in the bioimage analysis world a lot these days. But what are dockers? How does Docker make life easier? In this blog post, I will try to explain the basics of docker and why it matters to biologists. Have you ever faced package dependency issues when creating Python environments...

Help! How does the Robust Background method work?

Pearl V. Ryder The Robust Background algorithm is a powerful algorithm for automatically setting thresholds to segment objects of interest when your image contains mostly background. However, since it contains the largest number of tunable parameters of any thresholding algorithm in CellProfiler, it...

Getting started using CellProfiler from the command line

Beth Cimini Cross posted from our GitHub wiki — check there for any future updates! Running CellProfiler from the command line has a major advantage — you don't need to spend computational power or memory creating the graphical user interface (GUI) that you're used to using in CellProfiler! It also...

Announcing CellProfiler 4.2.6 and RunCellpose updates

Hi all, Due to issues with pip installation with CellProfiler on some platforms, we have released a version 4.2.6 with slightly updated dependency pins. If you are using the CellProfiler 4.2.5 application downloaded from our website, there is no need for you to update - 4.2.6 contains no changes to...

When To Say ‘Good Enough’

Beth Cimini One of the most common questions I’m asked when helping a collaborator with an image analysis project is: “How do I know when my analysis workflow is doing well enough at finding the objects or measuring the things I care about?” Unfortunately, it’s also one of the hardest questions to...