Welcome to BAB3

Welcome to BAB3#

We hope you enjoy this course! This book will populate with content as we move through the course.

Here is our agenda for the week!

Agenda for the week

Please note - while we know many excellent commercial software options exist, we have chosen to focus on open-source, free tools that you can access at home without any paid software license. Bioimage analysis has a tremendously large, friendly, and robust community for making such software tools - you can explore many such tools (or just post, “here’s my picture, here’s my question, what is the right tool to use?”) at the Scientific Community Image Forum - https://forum.image.sc. Some tools are best for large data (where “large” is many voxels, like lightsheet), some are best for large data (where “large” is many small images from something like a plate-scanning microscope); some are best for creating reusable, reproducible pipelines, and some best for interactive exploration.

If you find the possible number of tools to start from overwhelming, you aren’t alone! We have curated some recommendations in the Bioimaging Guide that we think you may find helpful. Certainly also reading the manual for a given tool is a great way to learn more! By the end of this week, you will hopefully be confident in assessing a tool and seeing if it might fit your needs or not.

The links below will populate as we work our way through the course.

Day

Title

Link

Monday

Welcome

Slides

Participant Intro

Slides

Intro to Images and Workflows

Slides

ImageJ

Slides / Exercise

Intro to Thinking About Images

Slides

Thinking About Images

Exercise

Intro to Piximi

Slides

Manual Annotation in Piximi

Exercise

Tuesday

Classical Segmentation

Slides

Intro to CellProfiler

Exercise

Thinking About Measurements

Slides

Advanced Segmentation in CellProfiler

Exercise

Classical Machine Learning

Slides

CellProfiler Analyst

Exercise

Wednesday

Pitfalls in Classic Machine Learning/Intro to Ilastik

Slides

Ilastik

Exercise

Intro to QuPath

Slides

QuPath

Exercise

Intro to Colocalization

Slides

The CoLoc Game

Slides / Game Website

Thursday

Command Line, Environments, and Containers

Slides

Containerized Plugins in CellProfiler

Exercise

Fiji Macros

Slides / Demo Images and Macro

Intro to Deep Learning

Slides

Tensorflow Playground

Exercise

Intro to Napari

Slides

MicroSAM in Napari

Slides / Exercise

Friday

Intro to Cellpose

Slides

Train Your Own Cellpose

Exercise

BioImaging North America

Slides

Community Resources

Slides

Personal Project Playtime

Slides

Wrapup

Slides