2015
DOI: 10.1039/c5lc00283d
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Through the years with on-a-chip gas chromatography: a review

Abstract: In recent years, the need for measurement and detection of samples in situ or with very small volume and low concentration (low and sub-parts per billion) is a cause for miniaturizing systems via microelectromechanical system (MEMS) technology. Gas chromatography (GC) is a common technique that is widely used for separating and measuring semi-volatile and volatile compounds. Conventional GCs are bulky and cannot be used for in situ analysis, hence in the past decades many studies have been reported with the ai… Show more

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Cited by 75 publications
(43 citation statements)
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References 150 publications
(173 reference statements)
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“…The performance of the classification model based on k-NN is shown in Table 2. An optimal model limited to 8 neighbors was selected as a result of a leave-one-out cross validation procedure (15). Sensitivity was estimated at 94.1% (95% confidence interval [CI], 83.8-98.8%) and specificity was 90.0% (95% CI, 68.3-98.8%).…”
Section: Resultsmentioning
confidence: 99%
See 1 more Smart Citation
“…The performance of the classification model based on k-NN is shown in Table 2. An optimal model limited to 8 neighbors was selected as a result of a leave-one-out cross validation procedure (15). Sensitivity was estimated at 94.1% (95% confidence interval [CI], 83.8-98.8%) and specificity was 90.0% (95% CI, 68.3-98.8%).…”
Section: Resultsmentioning
confidence: 99%
“…However, such approaches are limited by technical complexity, high costs, and the need for pre-processing of the samples before testing. In spite of recent advances in miniaturization, GC–MS technology is still not mobile and cannot perform real-time measurements, making it not suitable for point-of-care use (15). Alternatively, VOC analysis could be aimed at identifying the composite, unique signal resulting from the exposure of a complex mixture of VOCs to arrays of sensors (also called “electronic noses”) (16, 17).…”
Section: Introductionmentioning
confidence: 99%
“…Since the first demonstration in 1990, 1,2 microfluidic chip electrophoresis (MCE), as a highly integrated and automated portable device, has been developed rapidly with important applications in many areas such as life science, biology, medicine, food, and environmental monitoring, [3][4][5][6][7] where entire chemical and bio-analyses in miniaturized volumes are performed with high sensitivities and efficencies. [8][9][10][11][12][13][14] Organic materials such as polydimethylsiloxane (PDMS) and polymethylmethacrylate (PMMA) have been used to fabricate MCE. 15,16 Compared with inorganic materials, polymers are flexible and inexpensive, and therefore, have become the most commonly used microchip materials.…”
Section: Introductionmentioning
confidence: 99%
“…[3][4][5][6][7][8][9][10][11][12] Besides, the MCE has great potential because of its miniaturization, integration, and automation. [13][14][15][16][17][18] In terms of the current research for MCE and related technology, there still exist a lot of challenges. For example, the separation voltage of conventional microchip electrophoresis is generally a few hundred volts to several kilovolts.…”
Section: Introductionmentioning
confidence: 99%