Blog

Search results

5 results found

A CellProfiler Approach to Analyzing Tissue Data

Kyle Karhohs Imaging tissue slices provides a wealth of data about the spatial composition and number of the various cell types that make up a tissue. Interactions among cells within a tissue are crucial to understanding the role of the inflammation that is triggered by the invasion of cancerous...

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...

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...