eve-SMLM


Nameeve-SMLM JSON
Version 0.2.1 PyPI version JSON
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home_pageNone
SummaryEve-SMLM: A Python package for single molecule localization microscopy from event-based sensors
upload_time2024-08-29 11:53:31
maintainerNone
docs_urlNone
authorLaura M. Weber
requires_python<3.10,>=3.9
licenseNone
keywords smlm molecule ebs neuromorphic event microscopy
VCS
bugtrack_url
requirements addict ansi2html appdirs asttokens attrs blinker certifi charset-normalizer click comm ConfigArgParse contourpy cycler dash dash-core-components dash-html-components dash-table decorator exceptiongroup executing fastjsonschema Flask fonttools h5py idna imageio importlib-metadata importlib-resources ipython ipywidgets itsdangerous jedi Jinja2 joblib jsonschema jsonschema-specifications jupyter_core jupyterlab-widgets logging kiwisolver MarkupSafe markdown markdown-utils markdown-captions lxml lxml_html_clean matplotlib matplotlib-inline napari nbformat nest-asyncio numexpr numpy open3d packaging pandas parso pexpect Pillow platformdirs plotly prompt-toolkit ptyprocess pure-eval Pygments pyparsing PyQt5 PyQt5-Qt5 PyQt5-sip PyQtWebEngine PyQt6 PyQt6-Qt6 PyQt6-sip pyquaternion PySide2 PySide6 PySide6-Addons PySide6-Essentials python-dateutil pytz PyYAML referencing requests retrying rpds-py scikit-learn scipy shiboken2 shiboken6 six stack-data tenacity threadpoolctl tqdm traitlets typing_extensions tzdata urllib3 wcwidth Werkzeug widgetsnbextension zipp
Travis-CI No Travis.
coveralls test coverage No coveralls.
            ## EVE - General-purpose software for eveSMLM localization

## About EVE
EVE is a user-interfaced software package that provides several methods to localize emitters from single molecule localization microscopy (SMLM) experiments performed on event-based sensors (eveSMLM).

For full information about EVE, please look at the corresponding scientific manuscript: "EVE is an open modular data analysis software for event-based localization microscopy" by Laura M. Weber$^‡$, Koen J.A. Martens$^‡$, Clément Cabriel, Joel J. Gates, Manon Albecq, Fredrik Vermeulen, Katharina Hein, Ignacio Izeddin, and Ulrike Endesfelder.

Event-based data differs fundamentally from conventional camera images. Unlike traditional sensors, event-based sensors only capture intensity changes, registering them as either positive (when intensity surpasses a predefined threshold) or negative events (when intensity drops below a predefined threshold). As a result, only a list of x and y pixel coordinate pairs is stored together with the detected event polarities and timestamps.

EVE is designed to quickly and directly process and analyse event-based single molecule data. The event-based data analysis is divided into two main parts:<br>  
1. **Candidate Finding:** The complete event-list is searched for characteristic event clusters that are generated by blinking fluorophores. Potential candidate clusters are then extracted and returned for further processing.<br>  
2. **Candidate Fitting:** The x,y,(z),t-localization is determined for each candidate cluster.<br>  
3. **Postprocessing and Evaluation:** This module includes various analytical routines to process and interpret the data.<br>  


            

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