A review on recent advances of AI-integrated microfluidics for analytical and bioanalytical applications
Farshad Bahramian
1
,
Saeed Siavashy
1
,
Sara MOVAHEDI
2
,
Rüstem Keçili
3
,
Fatemeh Ghorbani‐Bidkorbeh
2
Publication type: Journal Article
Publication date: 2024-12-01
scimago Q1
wos Q1
SJR: 2.089
CiteScore: 18.6
Impact factor: 12.0
ISSN: 01659936, 18793142
Abstract
In today's biomedical research, the pursuit of diagnostic tools boasting maximum precision and accuracy while minimizing sample volume and pre-treatment requirements, has intensified. In this regard, microfluidic devices offer promising solutions by reducing sample size and overall research costs. However, the intricate and time-consuming nature of the data obtained from such devices poses significant challenges. To overcome these difficulties, researchers have increasingly turned to the integration of artificial intelligence (AI) with microfluidic platforms, resulting in the emergence of “AI-integrated microfluidics”. Recent advances in computer-related fields can transform AI from a theoretical science to a useful tool for various studies which is anticipated to become an integral part of human life. This review provides a comprehensive overview of various approaches for combining AI algorithms with microfluidic platforms for analytical and bioanalytical assessments. Highlighting applications ranging from cell classification and disease detection to point-of-care diagnostics, the paper underscores the transformative potential of AI-integrated microfluidics in advancing biomedical research and clinical diagnostics.
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Metrics
19
Total citations:
19
Citations from 2024:
18
(94.73%)
Cite this
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RIS |
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GOST
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Asadian E. et al. A review on recent advances of AI-integrated microfluidics for analytical and bioanalytical applications // TrAC - Trends in Analytical Chemistry. 2024. Vol. 181. p. 118004.
GOST all authors (up to 50)
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Bahramian F., Siavashy S., MOVAHEDI S., Keçili R., Ghorbani‐Bidkorbeh F. A review on recent advances of AI-integrated microfluidics for analytical and bioanalytical applications // TrAC - Trends in Analytical Chemistry. 2024. Vol. 181. p. 118004.
Cite this
RIS
Copy
TY - JOUR
DO - 10.1016/j.trac.2024.118004
UR - https://linkinghub.elsevier.com/retrieve/pii/S0165993624004874
TI - A review on recent advances of AI-integrated microfluidics for analytical and bioanalytical applications
T2 - TrAC - Trends in Analytical Chemistry
AU - Bahramian, Farshad
AU - Siavashy, Saeed
AU - MOVAHEDI, Sara
AU - Keçili, Rüstem
AU - Ghorbani‐Bidkorbeh, Fatemeh
PY - 2024
DA - 2024/12/01
PB - Elsevier
SP - 118004
VL - 181
SN - 0165-9936
SN - 1879-3142
ER -
Cite this
BibTex (up to 50 authors)
Copy
@article{2024_Asadian,
author = {Farshad Bahramian and Saeed Siavashy and Sara MOVAHEDI and Rüstem Keçili and Fatemeh Ghorbani‐Bidkorbeh},
title = {A review on recent advances of AI-integrated microfluidics for analytical and bioanalytical applications},
journal = {TrAC - Trends in Analytical Chemistry},
year = {2024},
volume = {181},
publisher = {Elsevier},
month = {dec},
url = {https://linkinghub.elsevier.com/retrieve/pii/S0165993624004874},
pages = {118004},
doi = {10.1016/j.trac.2024.118004}
}
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