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Updated: Mar 11, 2026

Automated Quantification and Analysis of Cell Counting Procedures Using ImageJ Plugins

Automated Quantification and Analysis of Cell Counting Procedures Using ImageJ Plugins

Published on: November 17, 2016

Automated Quantification and Analysis of Cell Counting Procedures Using ImageJ Plugins.

Jacob O'Brien¹, Heyam Hayder², Chun Peng²

¹Department of Biology, York University; jaobr@my.yorku.ca.

Journal of Visualized Experiments : Jove

|December 3, 2016

Summary

This summary is machine-generated.

Automated ImageJ plugins now quickly count cells using hemocytometers and migration assays. This software speeds up biological particle analysis, reducing manual labor and improving efficiency for researchers.

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Automated Quantification and Analysis of Cell Counting Procedures Using ImageJ Plugins

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Area of Science:

Biotechnology
Image Analysis
Cell Biology

Background:

ImageJ is a widely used, free image processing software.
Manual cell counting using hemocytometers and migration assays is time-consuming and labor-intensive.
Existing methods like the ImageJ Cell Counter plugin are accurate but tedious.

Purpose of the Study:

To develop automated ImageJ plugins for efficient cell counting.
To address the limitations of manual cell counting in biological research.
To provide a faster and less subjective alternative for analyzing cell samples.

Main Methods:

Development of two specialized ImageJ plugins for automated cell counting.
Plugins designed for hemocytometer (known volume) and migration/invasion assay analysis.
Utilized high-quality micrographs with minimal background for optimal performance.

Main Results:

Successfully automated hemocytometer and migration/invasion cell counting.
Plugins are user-friendly and optimized for large sample sizes.
Integrated analysis tools aid in count calibration and accuracy.

Conclusions:

The developed ImageJ plugins significantly enhance the efficiency of cell counting.
Automated analysis reduces manual labor and potential for subjective error.
These tools streamline migration assay processing without compromising accuracy.