2023
DOI: 10.1016/j.bios.2022.114944
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Recent advances in non-optical microfluidic platforms for bioparticle detection

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Cited by 9 publications
(4 citation statements)
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“…Microfluidics, a technique for manipulating fluids in microchannels at the micron level, has set the trend for engineering improvements in areas such as flow cytometry, 21 microscale chemical synthesis, 22 bioparticle detection, 23 and cell culture. 24 Particularly due to the rapid development of ML in recent decades, which has greatly enhanced the ability of microfluidic platforms to process data, the construction of intelligent microfluidic platforms resulting from the combination of these two disciplines has received increasing attention.…”
Section: Introductionmentioning
confidence: 99%
“…Microfluidics, a technique for manipulating fluids in microchannels at the micron level, has set the trend for engineering improvements in areas such as flow cytometry, 21 microscale chemical synthesis, 22 bioparticle detection, 23 and cell culture. 24 Particularly due to the rapid development of ML in recent decades, which has greatly enhanced the ability of microfluidic platforms to process data, the construction of intelligent microfluidic platforms resulting from the combination of these two disciplines has received increasing attention.…”
Section: Introductionmentioning
confidence: 99%
“…In this sense, although on-chip optical detection techniques have proven their value in several applications, such as in the development of point-of-care diagnostics [ 32 ], and miniaturized/portable equipment based on classical microscopy and many UV–vis–NIR techniques are commercially available, in other cases the high price of optical components and the requirement of particular bulky devices for technique implementation have limited their practicality in the development of “truly portable” tools for field applications. At the same time, non-optical detection schemes based on electronics (such as electrical, magnetic, and acoustic detection-based devices, which have been the subject of a recent review [ 33 ]), while they can be cost-effective and more easily integrated taking advantage of microelectronics developments, can also require the coupling of side and frequently bulky materials and equipment for detection [ 33 ].…”
Section: Introductionmentioning
confidence: 99%
“…In addition, magnetic systems are easy to integrate and require a relatively low detection environment. 16…”
Section: Introductionmentioning
confidence: 99%
“…In addition, magnetic systems are easy to integrate and require a relatively low detection environment. 16 The main structures synthesized by MNPs are core/shell structures, among which gold magnetic nanoparticles (GMNPs) have remarkably high stability and currently show great potential for development in various fields. Liu et al used GMNPs in their amplification refractory mutation system (ARMS), which can test multiple single nucleotide polymorphisms (SNPs), and the results demonstrate the advantages of high sensitivity and specificity.…”
Section: Introductionmentioning
confidence: 99%