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An on-chip instrument for white blood cells classification based on a lens-less shadow imaging technique
Routine blood tests provide important basic information for disease diagnoses. The proportions of three subtypes of white blood cells (WBCs), which are neutrophils, monocytes, lymphocytes, is key information for disease diagnosis. However, current instruments for routine blood tests, such as blood c...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5370127/ https://www.ncbi.nlm.nih.gov/pubmed/28350891 http://dx.doi.org/10.1371/journal.pone.0174580 |
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author | Fang, Yuan Yu, Ningmei Wang, Runlong Su, Dong |
author_facet | Fang, Yuan Yu, Ningmei Wang, Runlong Su, Dong |
author_sort | Fang, Yuan |
collection | PubMed |
description | Routine blood tests provide important basic information for disease diagnoses. The proportions of three subtypes of white blood cells (WBCs), which are neutrophils, monocytes, lymphocytes, is key information for disease diagnosis. However, current instruments for routine blood tests, such as blood cell analyzers, flow cytometers, and optical microscopes, are cumbersome, time consuming and expensive. To make a smaller, automatic low-cost blood cell analyzer, much research has focused on a technique called lens-less shadow imaging, which can obtain microscopic images of cells in a lens-less system. Nevertheless, the efficiency of this imaging system is not satisfactory because of two problems: low resolution and imaging diffraction phenomena. In this paper, a novel method of classifying cells with the shadow imaging technique was proposed. It could be used for the classification of the three subtypes of WBCs, and the correlation of the results of classification between the proposed system and the reference system (BC-5180, Mindray) was 0.93. However, the instrument was only 10 × 10 × 10 cm, and the cost was less than $100. Depending on the lens-free shadow imaging technology, the main hardware could be integrated on a chip scale and could be called an on-chip instrument. |
format | Online Article Text |
id | pubmed-5370127 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-53701272017-04-06 An on-chip instrument for white blood cells classification based on a lens-less shadow imaging technique Fang, Yuan Yu, Ningmei Wang, Runlong Su, Dong PLoS One Research Article Routine blood tests provide important basic information for disease diagnoses. The proportions of three subtypes of white blood cells (WBCs), which are neutrophils, monocytes, lymphocytes, is key information for disease diagnosis. However, current instruments for routine blood tests, such as blood cell analyzers, flow cytometers, and optical microscopes, are cumbersome, time consuming and expensive. To make a smaller, automatic low-cost blood cell analyzer, much research has focused on a technique called lens-less shadow imaging, which can obtain microscopic images of cells in a lens-less system. Nevertheless, the efficiency of this imaging system is not satisfactory because of two problems: low resolution and imaging diffraction phenomena. In this paper, a novel method of classifying cells with the shadow imaging technique was proposed. It could be used for the classification of the three subtypes of WBCs, and the correlation of the results of classification between the proposed system and the reference system (BC-5180, Mindray) was 0.93. However, the instrument was only 10 × 10 × 10 cm, and the cost was less than $100. Depending on the lens-free shadow imaging technology, the main hardware could be integrated on a chip scale and could be called an on-chip instrument. Public Library of Science 2017-03-28 /pmc/articles/PMC5370127/ /pubmed/28350891 http://dx.doi.org/10.1371/journal.pone.0174580 Text en © 2017 Fang et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Fang, Yuan Yu, Ningmei Wang, Runlong Su, Dong An on-chip instrument for white blood cells classification based on a lens-less shadow imaging technique |
title | An on-chip instrument for white blood cells classification based on a lens-less shadow imaging technique |
title_full | An on-chip instrument for white blood cells classification based on a lens-less shadow imaging technique |
title_fullStr | An on-chip instrument for white blood cells classification based on a lens-less shadow imaging technique |
title_full_unstemmed | An on-chip instrument for white blood cells classification based on a lens-less shadow imaging technique |
title_short | An on-chip instrument for white blood cells classification based on a lens-less shadow imaging technique |
title_sort | on-chip instrument for white blood cells classification based on a lens-less shadow imaging technique |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5370127/ https://www.ncbi.nlm.nih.gov/pubmed/28350891 http://dx.doi.org/10.1371/journal.pone.0174580 |
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