Literature DB >> 25459053

Low-cost telemedicine device performing cell and particle size measurement based on lens-free shadow imaging technology.

Mohendra Roy1, Dongmin Seo1, Chang-Hyun Oh1, Myung-Hyun Nam2, Young Jun Kim3, Sungkyu Seo4.   

Abstract

Recent advances in lens-free shadow imaging technology have enabled a new class of cell imaging platform, which is a suitable candidate for point-of-care facilities. In this paper, we firstly demonstrate a compact and low-cost telemedicine device providing automated cell and particle size measurement based on lens-free shadow imaging technology. Using the generated shadow (or diffraction) patterns, the proposed approach can detect and measure the sizes of more than several hundreds of micro-objects simultaneously within a single digital image frame. In practical experiments, we defined four types of shadow parameters extracted from each micro-object shadow pattern, and found that a specific shadow parameter (peak-to-peak distance, PPD) demonstrated a linear relationship with the actual micro-object sizes. By using this information, a new algorithm suitable for operation on both a personal computer (PC) and a cell phone was also developed, providing automated size detection of poly-styrenemicro-beads and biological cells such as red blood cells, MCF-7, HepG2, and HeLa. Results from the proposed device were compared with those of a conventional optical microscope, demonstrating good agreement between two approaches. In contrast to other existing cell and particle size measurement approaches, such as Coulter counter, flow-cytometer, particle-size analyzer, and optical microscope, this device can provide accurate cell and particle size information with a 2 µm maximum resolution, at almost no cost (less than 100 USD), within a compact instrumentation size (9.3×9.0×9.0 cm(3)), and in a rapid manner (within 1 min). The proposed lens-free automated particle and cell size measurement device, based on shadow imaging technology, can be utilized as a powerful tool for many cell and particle handling procedures, including environmental, pharmaceutical, biological, and clinical applications.
Copyright © 2014 Elsevier B.V. All rights reserved.

Keywords:  CMOS image sensor; Cell size measurement; Diffraction; Lens-free imaging; Shadow

Mesh:

Year:  2014        PMID: 25459053     DOI: 10.1016/j.bios.2014.10.040

Source DB:  PubMed          Journal:  Biosens Bioelectron        ISSN: 0956-5663            Impact factor:   10.618


  8 in total

1.  Field-Portable Leukocyte Classification Device Based on Lens-Free Shadow Imaging Technique.

Authors:  Dongmin Seo; Euijin Han; Samir Kumar; Eekhyoung Jeon; Myung-Hyun Nam; Hyun Sik Jun; Sungkyu Seo
Journal:  Biosensors (Basel)       Date:  2022-01-18

2.  Red blood cell recognition and posture estimation in microfluidic chip based on lensless imaging.

Authors:  Jianwei Li; Li Dai; Ningmei Yu; Yinfeng Wu
Journal:  Biomicrofluidics       Date:  2021-05-28       Impact factor: 3.258

3.  Automated Micro-Object Detection for Mobile Diagnostics Using Lens-Free Imaging Technology.

Authors:  Mohendra Roy; Dongmin Seo; Sangwoo Oh; Yeonghun Chae; Myung-Hyun Nam; Sungkyu Seo
Journal:  Diagnostics (Basel)       Date:  2016-05-05

4.  Colony fingerprint for discrimination of microbial species based on lensless imaging of microcolonies.

Authors:  Yoshiaki Maeda; Hironori Dobashi; Yui Sugiyama; Tatsuya Saeki; Tae-Kyu Lim; Manabu Harada; Tadashi Matsunaga; Tomoko Yoshino; Tsuyoshi Tanaka
Journal:  PLoS One       Date:  2017-04-03       Impact factor: 3.240

5.  Continuous Live-Cell Culture Imaging and Single-Cell Tracking by Computational Lensfree LED Microscopy.

Authors:  Gregor Scholz; Shinta Mariana; Agus Budi Dharmawan; Iqbal Syamsu; Philipp Hörmann; Carsten Reuse; Jana Hartmann; Karsten Hiller; Joan Daniel Prades; Hutomo Suryo Wasisto; Andreas Waag
Journal:  Sensors (Basel)       Date:  2019-03-11       Impact factor: 3.576

6.  An ultra-compact particle size analyser using a CMOS image sensor and machine learning.

Authors:  Rubaiya Hussain; Mehmet Alican Noyan; Getinet Woyessa; Rodrigo R Retamal Marín; Pedro Antonio Martinez; Faiz M Mahdi; Vittoria Finazzi; Thomas A Hazlehurst; Timothy N Hunter; Tomeu Coll; Michael Stintz; Frans Muller; Georgios Chalkias; Valerio Pruneri
Journal:  Light Sci Appl       Date:  2020-02-12       Impact factor: 17.782

7.  Research on Target Deviation Measurement of Projectile Based on Shadow Imaging Method in Laser Screen Velocity Measuring System.

Authors:  Wenbo Chu; Donge Zhao; Baowei Liu; Bin Zhang; Zhiguo Gui
Journal:  Sensors (Basel)       Date:  2020-01-19       Impact factor: 3.576

8.  Machine Learning Based Lens-Free Shadow Imaging Technique for Field-Portable Cytometry.

Authors:  Rajkumar Vaghashiya; Sanghoon Shin; Varun Chauhan; Kaushal Kapadiya; Smit Sanghavi; Sungkyu Seo; Mohendra Roy
Journal:  Biosensors (Basel)       Date:  2022-02-27
  8 in total

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