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Looking for the Unexpected: Unbiased Image Analysis

Anne Carpenter So you already know how to put together an image analysis pipeline to measure particular phenotypes of interest? Great! Have you ever considered looking for the unexpected? Say you are comparing two treatment conditions, such as a negative control vs. a hormone treatment. You may have...

CellProfiler 4.1 Release

Beth Cimini Hi all, We hope you’re enjoying our new CellProfiler 4.1 release! If you haven’t had a chance to see it yet, please do grab a copy from https://cellprofiler.org/releases. There are a few new features or changes of note we’re particularly excited to share with you all: For the first time...

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...

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...

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...

ScienceSnippets: Building communication skills and sharing what you love

Anne Carpenter Clearly communicating the impact of your research is one of the most important skills you need to develop as a scientist, and yet typically it is only taught by doing (and if you are lucky, feedback – especially critical feedback). Clear communication is important to get funding and...