spotmax 1.2.0
Automatic 3D detection and quantification of fluorescent objects
Requires Python: >=3.10
Keywords: 3D fluorescent signal analysis, image analysis

.. _GNU General Public License v3.0: https://github.com/ElpadoCan/SpotMAX/blob/main/LICENSE
.. _Contributing Guide: https://spotmax.readthedocs.io/en/latest/misc/contributing.html
.. _installation guide: https://spotmax.readthedocs.io/en/latest/install/index.html
.. _PyPI: https://pypi.org/project/spotmax/
.. _Documentation: https://spotmax.readthedocs.io/en/latest
.. _Examples (notebooks, parameters files, etc.): https://github.com/SchmollerLab/SpotMAX/tree/main/examples
.. _Francesco Padovani: https://www.linkedin.com/in/francesco-padovani/
.. _Cell-ACDC: https://github.com/SchmollerLab/Cell_ACDC
.. _Preprint: https://www.biorxiv.org/content/10.1101/2024.10.22.619610v1
.. _Spotiflow: https://www.biorxiv.org/content/10.1101/2024.02.01.578426v2
.. _BioImage.IO: https://www.biorxiv.org/content/10.1101/2022.06.07.495102v1
.. _thread: https://x.com/frank_pado/status/1849739617735426438

.. |spotmaxlogo| image:: https://raw.githubusercontent.com/SchmollerLab/SpotMAX/refs/heads/main/spotmax/resources/spotMAX_logo.svg
   :width: 80

.. |build_win_pyqt5| image:: https://github.com/ElPadoCan/SpotMAX/actions/workflows/build-windows_pyqt5.yml/badge.svg
   :target: https://github.com/ElPadoCan/SpotMAX/actions/workflows/build-windows_pyqt5.yml
   :alt: Build Status (Windows PyQt5)

.. |build_ubuntu_pyqt5| image:: https://github.com/ElPadoCan/SpotMAX/actions/workflows/build-ubuntu_pyqt5.yml/badge.svg
   :target: https://github.com/ElPadoCan/SpotMAX/actions/workflows/build-ubuntu_pyqt5.yml
   :alt: Build Status (Ubuntu PyQt5)

.. |build_macos_pyqt5| image:: https://github.com/ElPadoCan/SpotMAX/actions/workflows/build-macos_pyqt5.yml/badge.svg
   :target: https://github.com/ElPadoCan/SpotMAX/actions/workflows/build-macos_pyqt5.yml
   :alt: Build Status (macOS PyQt5)

.. |build_win_pyqt6| image:: https://github.com/ElPadoCan/SpotMAX/actions/workflows/build-windows_pyqt6.yml/badge.svg
   :target: https://github.com/ElPadoCan/SpotMAX/actions/workflows/build-windows_pyqt6.yml
   :alt: Build Status (Windows PyQt6)

.. |build_macos_pyqt6| image:: https://github.com/ElPadoCan/SpotMAX/actions/workflows/build-macos_pyqt6.yml/badge.svg
   :target: https://github.com/ElPadoCan/SpotMAX/actions/workflows/build-macos_pyqt6.yml
   :alt: Build Status (macOS PyQt6)

.. |py_version| image:: https://img.shields.io/pypi/pyversions/spotmax
   :target: https://www.python.org/downloads/
   :alt: Python Version

.. |pypi_version| image:: https://img.shields.io/pypi/v/spotmax?color=red
   :target: https://pypi.org/project/spotmax/
   :alt: PyPi Version

.. |downloads_month| image:: https://static.pepy.tech/badge/spotmax/month
   :target: https://pepy.tech/project/cellacdc
   :alt: Downloads per month

.. |license| image:: https://img.shields.io/badge/license-BSD%203--Clause-brightgreen
   :target: https://github.com/ElPadoCan/SpotMAX/blob/main/LICENSE
   :alt: License

.. |repo_size| image:: https://img.shields.io/github/repo-size/ElPadoCan/SpotMAX
   :target: https://github.com/ElPadoCan/SpotMAX
   :alt: Repository Size

.. |doi| image:: https://img.shields.io/badge/DOI-10.1101%5C2024.10.22.619610-informational
   :target: https://www.biorxiv.org/content/10.1101/2024.10.22.619610v1
   :alt: DOI

.. |docs| image:: https://readthedocs.org/projects/spotmax/badge/?version=latest
    :target: https://spotmax.readthedocs.io/en/latest/
    :alt: Documentation Status

|spotmaxlogo| Welcome to SpotMAX!
=================================

*Written by* `Francesco Padovani`_ *(creator of* `Cell-ACDC`_ *) with feedback 
from* **tons of people**,  *see list of authors here* `Citation`_. 

|build_win_pyqt5| |build_ubuntu_pyqt5| |build_macos_pyqt5| |build_win_pyqt6|
|build_macos_pyqt6| |py_version| |pypi_version| |downloads_month| |license|
|repo_size| |doi| |docs|

A generalist framework for multi-dimensional automatic spot detection and quantification
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

If you need to **analyse fluorescence microscopy data** you are probably in the 
right place.

SpotMAX will help you with these **two tasks**:

1. Detect and quantify **globular-like structures** (a.k.a. "spots")
2. Segment and quantify **fluorescently labelled structures**

SpotMAX excels in particularly challenging situations, such as 
**low signal-to-noise ratio** and **high spot density**.

It supports **2D, 3D, 4D, and 5D data**, i.e., z-stacks, timelapse, and multiple 
fluorescence channels (and combinations thereof).

Installation
------------

SpotMAX is published on `PyPI`_, therefore it can simply be installed with::

    pip install spotmax

Depending on how you plan to use it, you will need additional packages. 
See here for the `installation guide`_

Resources
---------

- `Documentation`_
- `Examples (notebooks, parameters files, etc.)`_
- `Preprint`_
- `Image.sc Forum <https://forum.image.sc/tag/spotmax>`_ to ask **any question**. Make sure to tag the Topic with the tag ``spotmax``. 
- X/Twitter `thread`_
- Publication (working on it 🚀)
- `Scientific publications where SpotMAX was used <https://spotmax.readthedocs.io/en/latest/misc/publications.html>`__

.. _Citation:

Citation
--------

If you use SpotMAX in your work, please cite the following preprint:

   Padovani, F., Čavka, I., Neves, A. R. R., López, C. P., Al-Refaie, N., 
   Bolcato, L., Chatzitheodoridou, D., Chadha, Y., Su, X.A., Lengefeld, J., 
   Cabianca D. S., Köhler, S., Schmoller, K. M. *SpotMAX: a generalist 
   framework for multi-dimensional automatic spot detection and quantification*,
   **bioRxiv** (2024) DOI: [10.1101/2024.10.22.619610](https://doi.org/10.1101/2024.10.22.619610)

**IMPORTANT**! If you use Spotiflow or any of the models available at the BioImage.IO Model Zoo make sure to cite those too, here are the links:

- `Spotiflow`_
- `BioImage.IO`_ Model Zoo

Contact
-------

**Do not hesitate to contact us** on the `Image.sc Forum <https://forum.image.sc/tag/spotmax>`_ 
(make sure to tag the Topic with the tag ``spotmax``), here on GitHub 
(by opening an issue), or directly at the email elpado6872@gmail.com   
for any problem and/or feedback on how to improve the user experience!

Contributing
------------

At SpotMAX we encourage contributions to the code! Please read our 
`Contributing Guide`_ 
to get started.

License
-------

SpotMAX is licensed under the `GNU General Public License v3.0`_