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Updated: Feb 1, 2026

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Automated Quantification and Analysis of Cell Counting Procedures Using ImageJ Plugins
Published on: November 17, 2016
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Automated cell count for blood component quality control
Gemma Aran1,2, Silvia Torrents1,2, Margarita Blanco1
1Laboratori Cel·lular - Banc de Sang i Teixits, Barcelona, Spain.
Transfusion
|January 31, 2026
Summary
The XN-1000 Blood Bank mode offers an automated, reliable method for quantifying residual cells in blood components, improving quality control and lab efficiency compared to manual techniques.
Area of Science:
- Blood banking and transfusion medicine
- Hematology
- Laboratory automation
Background:
- Accurate quantification of residual leukocytes (rWBC) and red blood cells (rRBC) is critical for blood product safety.
- Conventional manual flow cytometry for residual cell analysis is labor-intensive and prone to variability.
- The XN-1000 Blood Bank (BB) mode presents an automated alternative for quality control (QC).
Purpose of the Study:
- To validate the XN-1000 BB mode for automated QC of blood components.
- To compare the performance of the XN-1000 BB mode against standard manual methods.
- To assess the accuracy and efficiency of automated residual cell quantification.
Main Methods:
- Validation of the XN-1000 BB mode for precision, linearity, and carry-over.
- Detection of residual cells in red blood cell, platelet, and plasma products.
- Comparison of BB mode results with manual flow cytometry and impedance-based analysis on over 1000 blood components.
Main Results:
- The XN-1000 BB mode demonstrated high linearity, acceptable precision, and no analytical interference.
- Residual red blood cell (rRBC) values were higher with BB mode but within specifications.
- Platelet counts (PLT-F) were consistently higher with BB mode, reflecting true platelet content more accurately than impedance methods.
Conclusions:
- The XN-1000 BB mode is a reliable and efficient automated alternative for blood component QC.
- This automated method enhances laboratory throughput and simplifies QC workflows.
- Accurate residual cell quantification is achieved, improving product quality and transfusion safety.
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