A Hitchhiker's guide through the bio-image analysis software universe.
Robert Haase1,2, Elnaz Fazeli3, David Legland4,5
1DFG Cluster of Excellence "Physics of Life", TU Dresden, Germany.
FEBS Letters
|July 14, 2022
Summary
Life science research relies on computational methods for analyzing microscopy images. This overview guides users in selecting appropriate image analysis software based on data type, team skills, and resources.
Area of Science:
- Life Sciences
- Computational Biology
- Bioimaging
Background:
- Computational methods are essential for extracting, quantifying, and visualizing microscopy imaging data in modern life sciences.
- The past decade has seen a significant increase in available software packages for biological image analysis.
- Keeping track of numerous image analysis platforms, tool collections, and emerging technologies is challenging.
Purpose of the Study:
- To provide a conservative overview of frequently used software for biological image analysis.
- To offer insights into emerging tools and technologies in the field.
- To guide researchers in selecting the most suitable image analysis platform for their specific needs.
Main Methods:
- Review of software utilized in daily routine for microscopy image analysis.
- Identification and discussion of emerging software and technologies.
- Development of a framework for platform selection based on user requirements.
Main Results:
- A curated overview of essential image analysis software.
- Insights into novel and developing tools for bioimaging.
- A decision-making guide for selecting appropriate software platforms.
Conclusions:
- Choosing the right image analysis software is critical for efficient life science research.
- Considerations for platform selection include image data type, team expertise, infrastructure, community support, time, and budget.
- This work aims to simplify the selection process and highlight valuable tools for the research community.
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