Data Analysis
How do I...
In MicroManager (at the scope)…
In Fiji/Image J…
📄 Brightness and Contrast Quick Tips
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📄 Quick Channel and Look up Table tips
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In other data analysis…
- Optical trap
- Deconvolution:
Commercial Software available at the CALM
- NIS-Elements - Nikon’s image acquisition and analysis software. On NIC-Annalysis2 and 4
The same software we use to run most of the microscopes, this is also
an easy-to-use tool for routine data analysis.
- Huygens - Huygens is a powerful and easy to use deconvolution program. On NIC-Annalysis4
- MATLAB - A popular commercial programming
language and interactive environment for data analysis. Useful links
to microscopy tools for Matlab are collected here.Note: this is available for all people at UCSF through and academic license from the school
Free Software
- ImageJ and Variants - One of the most commonly used free image analysis programs. Has a large and active development community.
- CellProfiler - A free, open source image analysis tool designed for
analysis of image-based screens.
- Nikon Viewer - Free viewer for Nikon's file formats.
- Allen Cell Explorer - Resources from Allen Institute for Cell Science.
Includes the Cell Feature Explorer, Cell Catalog, and Allen Cell
Structure Segmenter.
- Napari - Multi-dimensional image viewer for python
- IOCBioMicroscope - A free, open source Lucy-Richardson deconvolution
tool, written in Python.
- Farsight Toolkit - Sophisticated packages for image alignment,
segmentation, and neuron / vessel tracing, among other things.
- Ilastik-Machine learning algorithms to segment, classify, track and count
your cells or other experimental
data.
GitHub sites
Fun Coding resources
-https://www.commands.sh/ - A searchable website for git, docker, shh comands.
Specific analysis