Image Analyses Education
GENERAL:
Single stop resource Image analysis questions: https://forum.image.sc/
Microcourses: Microscopy tutorials by Jennifer Waters (Harvard, HHMI/HMS): link
All about fluorescent proteins (by Tally Lambert, HMS): https://www.fpbase.org/
iBiology: microscopy courses: link
Neubias Academy: link
FIJI
Robert Haase: Bioimage analysis 2020 course: FIJI Python/Java: link Check out CLIJ as well.
Dominic Waithe 2020: FIJI intro – image processing explained: link
WBIF-bristol FIJI level2 course: https://github.com/wbif-bristol/ImageJ-Fiji-Level-2-course
Peter Bankhead FIJI image analysis github: https://petebankhead.gitbooks.io/imagej-intro/content/
3D viewing:
- https://www.youtube.com/watch?v=wgr82s0VBi4 (Daly, 20m)
- https://www.youtube.com/watch?v=OPC2kP-5By4 (Boudier, Neubias, 1 h 47 min)
- https://www.youtube.com/watch?v=i-Ta4vCRW2s (DelaCryz, 9 min, if you can stand the music)
- https://brcf.medicine.umich.edu/wp-content/uploads/2020/01/FIJI_QKSRT.pdf for FLuorender and FIJI instructions
Cell Profiler:
Tutorials at the Cell Profiler website (https://cellprofiler.org/tutorials)
Elaborate intro: Nasim Jamali/Pearl Ryder I2K 2020: link
Example pipeline by Julia Sero (U. Bath) on nuc translocation pipeline: link
CellProfiler-Analyst Workshop Beth Cimini 2020: link
ICY:
Marion Louveaux (2021):link
QuPath:
https://www.youtube.com/watch?v=4An5n6Y_rRI (Peter Bankhead: Neubias Workshop 2021)
Python for image analyses:
RMS workshop python for bioimage analysis: link
DigitalSreeni python and filter explanations: link
THE viewer: Napari (https://napari.org/)
Machine Learning:
IMJOY https://imjoy.io/#/
ZeroCost4Mic (https://www.nature.com/articles/s41467-021-22518-0)
Cellpose: https://www.cellpose.org/
Stardist: https://github.com/stardist/stardist, Martin Wiegert Neubias workshop video: link
WeKA: https://imagej.net/plugins/tws/, video: Anna Klem: link
Ilastik: https://www.ilastik.org/documentation/objects/objects
DeepImageJ: https://deepimagej.github.io/deepimagej/