CD4+versusCD8+ T-lymphocyte identification in an integrated microfluidic chip using light scattering and machine learning-Reference-Cited by-同舟云学术

CD4+versusCD8+ T-lymphocyte identification in an integrated microfluidic chip using light scattering and machine learning

Published:2019 Issue:22 Volume:19 Page:3888-3898
ISSN:1473-0197
Container-title:Lab on a Chip
language:en
Short-container-title:Lab Chip

Author:

Rossi Domenico¹²³⁴,Dannhauser David¹²³⁴,Telesco Mariarosaria¹²³⁴,Netti Paolo A.¹²³⁴⁵,Causa Filippo⁵⁶⁷³⁴^ORCID

Affiliation:

1. Center for Advanced Biomaterials for Healthcare@CRIB

2. Istituto Italiano di Tecnologia (IIT)

3. 80125 Naples

4. Italy

5. Interdisciplinary Research Centre on Biomaterials (CRIB) and Dipartimento di Ingegneria Chimica

6. dei Materiali e della Produzione Industriale

7. Università degli Studi di Napoli “Federico II”

Abstract

Human CD4+ and CD8+ cells are label-free investigated in a compact-dimension microfluidic chip for detailing biophysical properties. A machine learning approach on obtained results allows an accuracy of cell counting and classification up to 88%.

Publisher

Royal Society of Chemistry (RSC)

Subject

Biomedical Engineering,General Chemistry,Biochemistry,Bioengineering

Link

http://pubs.rsc.org/en/content/articlepdf/2019/LC/C9LC00695H

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