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### CellProfiler

downloads
[downloads](https://cellprofiler.org/releases)

manual
[manual](https://broad.io/CellProfilerManual)

tutorials
[plugins documentation]()

GitHub
[tutorials](https://tutorials.cellprofiler.org/)

[GitHub]()

[help forum]()

papers - [2021 (CellProfiler 4)]() [2018 (CellProfiler 3)]()
[pipeline suggester](https://www.boaq.org)

papers - [CellProfiler-plugins [2023]](https://doi.org/10.1111/jmi.13223) [CellProfiler 4 [2021](https://doi.org/10.1186/s12859-021-04344-9) [CellProfiler 3 [2018]](https://doi.org/10.1371/journal.pbio.2005970)

### CellProfiler Analyst

downloads
[downloads]()

manual
[manual]()

GitHub
[GitHub]()

[help forum]()

papers - 2021 (CellProfiler Analyst 3)
papers - [2021 (CellProfiler Analyst 3)](https://doi.org/10.1093/bioinformatics/btab634)

### Piximi

downloads
[Piximi.app](https://piximi.app/)

[manual](https://documentation.piximi.app/)

[GitHub](https://github.com/piximi/piximi)

[help forum]()

manual
[preprint](https://doi.org/10.1101/2024.06.03.597232v1)

GitHub
### Distributed-Something

help forum
[GitHub](https://distributedscience.github.io/Distributed-Something/introduction.html)

preprint
[paper](https://doi.org/10.1038/s41592-023-01918-8)

### Bilayers

demo app
[demo app]()

GitHub
[GitHub]()

## Educational materials

### Papers we wrote
### Educational papers we wrote

Twenty Questions
[The Twenty Questions of Bioimage Object Analysis[2023]](https://doi.org/10.1038/s41592-023-01919-7)

Beginner's Guide
[A biologist’s guide to planning and performing quantitative bioimaging experiments[2023]](https://doi.org/10.1371/journal.pbio.3002167)

Common solutions
[Creating and troubleshooting microscopy analysis workflows: Common challenges and common solutions[2024]](https://doi.org/10.1111/jmi.13288)

[A postdoctoral training program in bioimage analysis[2024]](https://doi.org/10.1091/mbc.E24-05-0214)

### Stuff we make

Lab website

Lab paper pages

[Beth's CV's preprints section](https://docs.google.com/document/d/1zZfoo2b-IbEDbpJ5pH6V0KlfdiY7A-clsAdRr-ouYX8/preview#heading=h.ea9i2felg8yq)
[Current lab preprints (from Beth's CV)](https://docs.google.com/document/d/1zZfoo2b-IbEDbpJ5pH6V0KlfdiY7A-clsAdRr-ouYX8/preview#heading=h.ea9i2felg8yq)

[Imaging Platform Blog](https://blog.cellprofiler.org)

YouTube tutorials
YouTube tutorials]()

[Office hours link](broad.io/imagingofficehours)

Forum.image.sc
The Scientific Community Image Forum - Forum.image.sc]() [paper](https://doi.org/10.1371/journal.pbio.3000340)

[COBA website]()

COBA website
Bioimaging Guide - [English](https://www.bioimagingguide.org/welcome.html) [Spanish](https://es.bioimagingguide.org/) [Portuguese](https://pt.bioimagingguide.org/) [Czech](https://cs.bioimagingguide.org/)

Bioimaging Guide - English Spanish Portuguese Czech
The Image Based Profiling Handbook]()

The Cell Painting Gallery - [Website] [Paper]
The Cell Painting Gallery (image repository) - [Website]() [Paper](https://doi.org/10.1038/s41592-024-02399-z)

### Stuff we contributed to (but others led)

Online guide for checklists for imaging and image analysis
[Online guide for checklists for imaging and image analysis]() [Paper - Community-developed checklists for publishing images and image analysis [2023]](https://doi.org/10.1038/s41592-023-01987-9)

Metrics Reloaded online metric chooser]() [Paper 1](https://doi.org/10.1038/s41592-023-02151-z) [Paper 2](https://doi.org/10.1038/s41592-023-02150-0)

Microtutor imaging education platform]()

## Papers you might find useful

### Protocols

[ImageJ and CellProfiler: Complements in Open-Source Bioimage Analysis[2020]](https://doi.org/10.1002/cpz1.89)

[Interpreting image-based profiles using Morpheus and single-cell visualization[2023]](https://doi.org/10.1002/cpz1.713)

[Optimizing the Cell Painting assay for image-based profiling[2023]](https://doi.org/10.1038/s41596-023-00840-9)

### Reviews

[Open-source deep-learning software for bioimage segmentation[2021]](https://doi.org/10.1091/mbc.E20-10-0660)

[Defining the boundaries: challenges and advances in identifying cells in microscopy images[2024]](https://doi.org/10.1016/j.copbio.2023.103055)

### Community Surveys

[2020 BioImage Analysis Survey: Community experiences and needs for the future[2021]](https://doi.org/10.1017/S2633903X21000039)

[Bridging Imaging Users to Imaging Analysis - A community survey[2023]](https://doi.org/10.1111/jmi.13229)

### Opinions/Perspectives

[Moving beyond the desktop: Prospects for Practical Bioimage Analysis via the Web[2023]](https://doi.org/10.3389/fbinf.2023.1233748)

Metrics Reloaded metric chooser
[A Call for FAIR and Open-Access Training Materials to advance Bioimage Analysis[2024]](https://doi.org/10.31219/osf.io/2zgmc)

Microtutor imaging education
[The Crucial Role of BioImage Analysts in Scientific Research and Publication](https://doi.org/10.5281/zenodo.11457452)

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