2019
DOI: 10.1002/asia.201801756
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Nano‐Graphene Oxide Based Multichannel Sensor Arrays towards Sensing of Protein Mixtures

Abstract: Optical array‐based sensors are attractive candidates for the detection of various bio‐analytes due to their convenient fabrication and measurements. For array‐based sensors, multichannel arrays are more advantageous and used frequently in many electronic sensors. But most reported optically array based sensors are constructed on a single channel array. This difficulty is mainly instigated from the overlap in optical responses. In this report we have used nano‐graphene oxide (nGO) and suitable fluorophores as … Show more

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Cited by 25 publications
(23 citation statements)
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“…These interactions generate measurable fingerprint patterns, which are analyzed by various statistical pattern-recognition methods to classify the data to detect unknown samples. These chemical nose/tongue type of sensors has been reported for detection of a wide range of analytes like proteins, , diseased cells, bacteria, explosives, metal ions, , glycosaminoglycan, etc. They have been used for the diagnosis of liver fibrosis in a clinical setting as well .…”
mentioning
confidence: 99%
“…These interactions generate measurable fingerprint patterns, which are analyzed by various statistical pattern-recognition methods to classify the data to detect unknown samples. These chemical nose/tongue type of sensors has been reported for detection of a wide range of analytes like proteins, , diseased cells, bacteria, explosives, metal ions, , glycosaminoglycan, etc. They have been used for the diagnosis of liver fibrosis in a clinical setting as well .…”
mentioning
confidence: 99%
“…Principle component analysis (PCA) and hierarchical clustering analysis (HCA) are two commonly used unsupervised methods [ 47 , 48 ]. Conversely, supervised methods, including linear discriminant analysis (LDA), have a set of training data to classify the known samples, giving a reference to identify unknown samples [ 49 , 50 ]. Both unsupervised and supervised learning methods play important roles in array-based sensing.…”
Section: Design Of Array-based Sensing Platformsmentioning
confidence: 99%
“…Nanoparticles (NPs) have widely been utilized for detecting several viruses and microbes, 24 36 for example, detection of SARS-CoV-2 using suitably designed gold NPs, 37 39 influenza A virus using antibody-functionalized gold NPs, 40 E. coli using gold NPs, 41 magnetic NP system, 42 fluorescent organic NPs, 43 upconversion NPs, and fluorescent silica NPs. 44 In this context, carbon nanoparticles (CNPs) represent an emerging class of luminescent nanoprobes that offer multicolor, tunable emission based on the engineered nanoscale surface.…”
Section: Introductionmentioning
confidence: 99%