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Getting Started with CellProfiler in Batch

Guest Author This post was written by a guest author, Jillian Rowe, who can be reached at jillian@dabbleofdevops.com. Running CellProfiler in batch mode is the ideal way to automate large scale analyses. Or not so large scale analyses that you prefer to automate! One of the benefits of running...

Browser-based Apps for Data Visualization

Minh Doan Have you ever stumbled across some amazing data visualization tools that run entirely on a web browser (such as this and many others), and wished you could plug in your own data and visualize it? Or, as a biologist, you may know of a good analytic tool, but it either costs too much...

Annotating Images with CellProfiler and GIMP

Kyle Karhohs Annotated image data is valuable for assessing the performance of an image processing pipeline and as training data for machine learning methods such as deep learning. When assessing the performance of a CellProfiler pipeline, for example a pipeline that segments nuclei, the annotated...

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...

A Quantitative Path to Pathology

Guest Author This post was written by a guest author, Kun-Hsing Yu, who can be reached at Kun-Hsing_Yu@hms.harvard.edu. Lung cancer causes more than 1.4 million deaths per year. To diagnose lung cancer, pathologists prepare microscopic slides from surgical or biopsy samples, stain them with...

Quantifying microscopy images: top 10 tips for image acquisition

Anne Carpenter Not every image you capture on your microscope is suited for quantification, no matter how nice they may look. Even though you might not notice any problems by eye, the tips outlined here for acquiring and storing images can improve the quality of data derived from digital image...

CellProfiler & Ilastik: Superpowered Segmentation

Kyle Karhohs Joining forces CellProfiler is capable of accurate and reliable segmentation of cells by utilizing a broad collection of classical image processing methods. Peruse the documentation on the IdentifyPrimaryObjects module, for example, to get a sense of these, e.g., thresholding...