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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...

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...

Kazumasa Shimofuruta

My interest is in identifying drug discovery targets by combining various omics technologies, including imaging, with AI. During this period, I will be in charge of analysis for the VISTA Consortium, exploring approaches to rare diseases using image analysis.

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...

Mo Data, Mo Problems: How to share big data with ease

Kyle Karhohs # Sharing Image Data At the Imaging Platform we frequently need to send and receive images between collaborators or forum users. Working with images can become challenging simply due to their file size. Memory and disk limitations are often irritants when analyzing images, but in some...

Shantanu Singh

I lead the image-based profiling team. We develop machine learning and statistical methods to create fingerprints of genes, chemicals, and diseases from microscopy images of cells.