Literature DB >> 34891502

Frequency-Time Domain (FTD) Impedance Data Analysis to Improve Accuracy of Microparticle Enumeration in a Microfluidic Electronic Counter.

Brandon K Ashley, Umer Hassan.   

Abstract

Experimental background noise present in biosensors' data hinders the ability for sensitive and accurate detection of critical biomarkers. Here, we report our digital signal processing analysis with respect to frequency and time domain (FTD) data to reduce noise in an experimental microfluidic impedance cytometer. We evaluated the effectiveness of employed noise filtering techniques independently, including baseline drift correction, high frequency noise filtering, and powerline interference mitigation. We further explored the combined effect of all filters and determine improvements in signal-to-noise (SNR) ratio and particle counting accuracy. By removing noise regimes, SNR improved with this impedance cytometer device, and our future efforts will explore filtering effects of more specific and uncommon noise spectrums to greater optimize device performance.

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Mesh:

Year:  2021        PMID: 34891502      PMCID: PMC8764509          DOI: 10.1109/EMBC46164.2021.9630635

Source DB:  PubMed          Journal:  Annu Int Conf IEEE Eng Med Biol Soc        ISSN: 2375-7477


  6 in total

Review 1.  Sample preparation techniques for the determination of trace residues and contaminants in foods.

Authors:  Kathy Ridgway; Sam P D Lalljie; Roger M Smith
Journal:  J Chromatogr A       Date:  2007-02-08       Impact factor: 4.759

2.  High-throughput impedance spectroscopy biosensor array chip.

Authors:  Xiaowen Liu; Lin Li; Andrew J Mason
Journal:  Philos Trans A Math Phys Eng Sci       Date:  2014-02-24       Impact factor: 4.226

3.  Digital analysis and sorting of fluorescence lifetime by flow cytometry.

Authors:  Jessica P Houston; Mark A Naivar; James P Freyer
Journal:  Cytometry A       Date:  2010-09       Impact factor: 4.355

4.  Microfluidic CD4+ and CD8+ T lymphocyte counters for point-of-care HIV diagnostics using whole blood.

Authors:  Nicholas N Watkins; Umer Hassan; Gregory Damhorst; Hengkan Ni; Awais Vaid; William Rodriguez; Rashid Bashir
Journal:  Sci Transl Med       Date:  2013-12-04       Impact factor: 17.956

5.  Toward point-of-care assessment of patient response: a portable tool for rapidly assessing cancer drug efficacy using multifrequency impedance cytometry and supervised machine learning.

Authors:  Karan Ahuja; Gulam M Rather; Zhongtian Lin; Jianye Sui; Pengfei Xie; Tuan Le; Joseph R Bertino; Mehdi Javanmard
Journal:  Microsyst Nanoeng       Date:  2019-07-15       Impact factor: 7.127

6.  Design of a Multiplexed Analyte Biosensor using Digital Barcoded Particles and Impedance Spectroscopy.

Authors:  Shreya Prakash; Brandon K Ashley; Patrick S Doyle; Umer Hassan
Journal:  Sci Rep       Date:  2020-04-09       Impact factor: 4.379

  6 in total
  1 in total

1.  Aluminum Oxide-Coated Particle Differentiation Employing Supervised Machine Learning and Impedance Cytometry.

Authors:  Brandon K Ashley; Jianye Sui; Mehdi Javanmard; Umer Hassan
Journal:  IEEE Int Conf Nano Micro Eng Mol Syst       Date:  2022-06-10
  1 in total

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