SimpliPyTEM: An open-source Python library and app to simplify transmission electron microscopy and in situ-TEM image analysis

Introducing SimpliPyTEM, a Python library and accompanying GUI that simplifies the post-acquisition evaluation of transmission electron microscopy (TEM) images, helping streamline the workflow. After an imaging session, a folder of image and/or video files, typically containing low contrast and larg...

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Vydané v:PloS one Ročník 18; číslo 10; s. e0285691
Hlavní autori: Ing, Gabriel, Stewart, Andrew, Battaglia, Guiseppe, Ruiz-Perez, Lorena
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: United States Public Library of Science 05.10.2023
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Abstract Introducing SimpliPyTEM, a Python library and accompanying GUI that simplifies the post-acquisition evaluation of transmission electron microscopy (TEM) images, helping streamline the workflow. After an imaging session, a folder of image and/or video files, typically containing low contrast and large file size 32-bit images, can be quickly processed via SimpliPyTEM into high-quality, high-contrast.jpg images with suitably sized scale bars. The app can also generate HTML or PDF files containing the processed images for easy viewing and sharing. Additionally, SimpliPyTEM specifically focuses on in situ TEM videos, an emerging field of EM involving the study of dynamic processes whilst imaging. The package allows fast data processing into preview movies, averages, image series, or motion-corrected averages. The accompanying Python library offers many standard image processing methods, all simplified to a single command, plus a module to analyse particle morphology and population. This latter application is particularly useful for life sciences investigations. User-friendly tutorials and clear documentation are included to help guide users through the processing and analysis. We invite the EM community to contribute to and further develop this open-source package.
AbstractList Introducing SimpliPyTEM, a Python library and accompanying GUI that simplifies the post-acquisition evaluation of transmission electron microscopy (TEM) images, helping streamline the workflow. After an imaging session, a folder of image and/or video files, typically containing low contrast and large file size 32-bit images, can be quickly processed via SimpliPyTEM into high-quality, high-contrast.jpg images with suitably sized scale bars. The app can also generate HTML or PDF files containing the processed images for easy viewing and sharing. Additionally, SimpliPyTEM specifically focuses on in situ TEM videos, an emerging field of EM involving the study of dynamic processes whilst imaging. The package allows fast data processing into preview movies, averages, image series, or motion-corrected averages. The accompanying Python library offers many standard image processing methods, all simplified to a single command, plus a module to analyse particle morphology and population. This latter application is particularly useful for life sciences investigations. User-friendly tutorials and clear documentation are included to help guide users through the processing and analysis. We invite the EM community to contribute to and further develop this open-source package.
Introducing SimpliPyTEM, a Python library and accompanying GUI that simplifies the post-acquisition evaluation of transmission electron microscopy (TEM) images, helping streamline the workflow. After an imaging session, a folder of image and/or video files, typically containing low contrast and large file size 32-bit images, can be quickly processed via SimpliPyTEM into high-quality, high-contrast.jpg images with suitably sized scale bars. The app can also generate HTML or PDF files containing the processed images for easy viewing and sharing. Additionally, SimpliPyTEM specifically focuses on in situ TEM videos, an emerging field of EM involving the study of dynamic processes whilst imaging. The package allows fast data processing into preview movies, averages, image series, or motion-corrected averages. The accompanying Python library offers many standard image processing methods, all simplified to a single command, plus a module to analyse particle morphology and population. This latter application is particularly useful for life sciences investigations. User-friendly tutorials and clear documentation are included to help guide users through the processing and analysis. We invite the EM community to contribute to and further develop this open-source package.Introducing SimpliPyTEM, a Python library and accompanying GUI that simplifies the post-acquisition evaluation of transmission electron microscopy (TEM) images, helping streamline the workflow. After an imaging session, a folder of image and/or video files, typically containing low contrast and large file size 32-bit images, can be quickly processed via SimpliPyTEM into high-quality, high-contrast.jpg images with suitably sized scale bars. The app can also generate HTML or PDF files containing the processed images for easy viewing and sharing. Additionally, SimpliPyTEM specifically focuses on in situ TEM videos, an emerging field of EM involving the study of dynamic processes whilst imaging. The package allows fast data processing into preview movies, averages, image series, or motion-corrected averages. The accompanying Python library offers many standard image processing methods, all simplified to a single command, plus a module to analyse particle morphology and population. This latter application is particularly useful for life sciences investigations. User-friendly tutorials and clear documentation are included to help guide users through the processing and analysis. We invite the EM community to contribute to and further develop this open-source package.
Introducing SimpliPyTEM, a Python library and accompanying GUI that simplifies the post-acquisition evaluation of transmission electron microscopy (TEM) images, helping streamline the workflow. After an imaging session, a folder of image and/or video files, typically containing low contrast and large file size 32-bit images, can be quickly processed via SimpliPyTEM into high-quality, high-contrast.jpg images with suitably sized scale bars. The app can also generate HTML or PDF files containing the processed images for easy viewing and sharing. Additionally, SimpliPyTEM specifically focuses on in situ TEM videos, an emerging field of EM involving the study of dynamic processes whilst imaging. The package allows fast data processing into preview movies, averages, image series, or motion-corrected averages. The accompanying Python library offers many standard image processing methods, all simplified to a single command, plus a module to analyse particle morphology and population. This latter application is particularly useful for life sciences investigations. User-friendly tutorials and clear documentation are included to help guide users through the processing and analysis. We invite the EM community to contribute to and further develop this open-source package.
Audience Academic
Author Battaglia, Guiseppe
Stewart, Andrew
Ing, Gabriel
Ruiz-Perez, Lorena
AuthorAffiliation 1 Institute of Structural and Molecular Biology, Department of Chemistry, University College London, London, United Kingdom
2 Department of Chemistry, University College London, London, United Kingdom
University of A Coruña, SPAIN
3 Institute for Bioengineering of Catalonia, The Barcelona Institute of Science and Technology, Barcelona, Spain
4 Catalan Institution of Research and Advanced Studies, Barcelona, Spain
AuthorAffiliation_xml – name: 1 Institute of Structural and Molecular Biology, Department of Chemistry, University College London, London, United Kingdom
– name: 4 Catalan Institution of Research and Advanced Studies, Barcelona, Spain
– name: 3 Institute for Bioengineering of Catalonia, The Barcelona Institute of Science and Technology, Barcelona, Spain
– name: University of A Coruña, SPAIN
– name: 2 Department of Chemistry, University College London, London, United Kingdom
Author_xml – sequence: 1
  givenname: Gabriel
  orcidid: 0000-0001-9572-0147
  surname: Ing
  fullname: Ing, Gabriel
– sequence: 2
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  fullname: Stewart, Andrew
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  fullname: Battaglia, Guiseppe
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  givenname: Lorena
  orcidid: 0000-0003-0512-5606
  surname: Ruiz-Perez
  fullname: Ruiz-Perez, Lorena
BackLink https://www.ncbi.nlm.nih.gov/pubmed/37796914$$D View this record in MEDLINE/PubMed
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CitedBy_id crossref_primary_10_1039_D5NR00071H
crossref_primary_10_1007_s11600_024_01492_3
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SubjectTerms Automation
Computer and Information Sciences
Data processing
Deep learning
Diagnostic imaging
Electron microscopy
Electrons
Engineering and Technology
Evaluation
Image acquisition
Image analysis
Image contrast
Image processing
Image Processing, Computer-Assisted - methods
Image quality
Libraries
Metadata
Microscopy
Microscopy, Electron, Transmission
Mobile Applications
Portable computers
Python
Research and Analysis Methods
Software
Transmission electron microscopy
Workflow
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Title SimpliPyTEM: An open-source Python library and app to simplify transmission electron microscopy and in situ-TEM image analysis
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