Workshop material
Image Analysis of Biological Data using CellProfiler
After the session you will be able to built your own CellProfiler pipeline, including:
- Image data import
- Object segmentation (e.g. detect nuclei in an image) using the modules "IdentifyPrimaryObjects" and "IdentifySecondaryObjects"
- Object feature measurements (e.g. measure size, shape and intensity of cells)
- Measurements export to a spreadsheet
- Creating and saving quality control images
Sharing and licensing material
Workshop session about sharing and licensing materials such as [raw] data, manuscripts, code, slides. The slides cover the FAIR principles, terminology such as authors, copyright holders, licensees.
Image analysis with Python and Napari
The one-day course is focused on processing microscopy images showing cells and nuclei. We will dive through segmenting objects, measuring their properties, managing measurements in tables and plotting results.
Parallelization and heterogeneous computing: from pure CPU to GPU-accelerated image processing
A lecture about challenges and solutions for GPU-accelerating bio-image analysis workflows and running them in the cloud.