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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...

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Detalles Bibliográficos
Autores principales: Fang, Yuan, Yu, Ningmei, Wang, Runlong, Su, Dong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
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.
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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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