2021
DOI: 10.3390/mi12101137
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The Fusion of Microfluidics and Optics for On-Chip Detection and Characterization of Microalgae

Abstract: It has been demonstrated that microalgae play an important role in the food, agriculture and medicine industries. Additionally, the identification and counting of the microalgae are also a critical step in evaluating water quality, and some lipid-rich microalgae species even have the potential to be an alternative to fossil fuels. However, current technologies for the detection and analysis of microalgae are costly, labor-intensive, time-consuming and throughput limited. In the past few years, microfluidic chi… Show more

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Cited by 15 publications
(11 citation statements)
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“…The data processed by machine learning algorithms are microalgae images obtained through microscopy, so no-marker and invasion-free data acquisition can be achieved. The operations avoid the tedious process of traditional staining and labeling steps and the damage to the microalgae growth environment (Zheng et al, 2021).…”
Section: Microalgae Detection and Classification With Machine Learningmentioning
confidence: 99%
“…The data processed by machine learning algorithms are microalgae images obtained through microscopy, so no-marker and invasion-free data acquisition can be achieved. The operations avoid the tedious process of traditional staining and labeling steps and the damage to the microalgae growth environment (Zheng et al, 2021).…”
Section: Microalgae Detection and Classification With Machine Learningmentioning
confidence: 99%
“…With the introduction of micro-total-analysis systems and lab-on-a-chip, cell viability detection tends to miniaturization, portability, low pollution, low cost, and easy operation. One of the most promising technologies is cell viability detection inside a microfluidic chip .…”
Section: Introductionmentioning
confidence: 99%
“…Until now, extension of such devices to plant cells has been limited, although there is a growing trend, especially in the field of microalgae [ 21 , 22 ]. Prototype “lab on a chip” devices have been developed for the identification and selection of microalgal species characterized by a high level of lipids, useful in the field of biofuel production [ 23 , 24 , 25 ].…”
Section: Introductionmentioning
confidence: 99%